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HarmonyOS 6(API 23)实战:基于悬浮导航、沉浸光感与HMAF的“药界智脑“——PC端AI智能体沉浸式药物研发与分子模拟工作台

文章目录

    • 每日一句正能量
    • 前言
    • 一、前言:AI制药4.0时代的药物研发革新
    • 二、技术架构与核心设计
      • 2.1 系统架构设计
      • 2.2 分子活性光效映射体系
      • 2.3 靶点类型光效标识
    • 三、核心代码实战
      • 3.1 分子活性光效系统(MoleculeLightTheme.ets)
      • 3.2 HMAF四层药物研发智能体架构(DrugDiscoveryAgentScheduler.ets)
      • 3.3 悬浮研发导航(DiscoveryFloatNavigation.ets)
      • 3.4 主分子编辑器与3D可视化(MoleculeDesignPage.ets)
      • 3.5 浮动活性热力图窗口(ActivityHeatmapAbility.ets)
    • 四、关键技术总结
      • 4.1 HMAF药物研发开发清单
      • 4.2 分子活性光效映射
      • 4.3 靶点类型光效标识
    • 五、运行效果展示
      • 5.1 靶点发现阶段 – 高活性光效
      • 5.2 分子生成阶段 – 中活性光效
      • 5.3 活性评估阶段 – 毒性预警光效
    • 六、总结与展望

在这里插入图片描述

每日一句正能量

“活得漂亮便是拥有一种此时此地的专注力。” 漂亮不是被人看见时的光鲜,而是你沉浸于当下时的神情。一个专注洗碗的人,可以比一个心不在焉走红毯的人更“漂亮”。专注力就是灵魂的聚光灯。

前言

摘要:2026年,中国创新药研发进入"AI驱动"时代,年均研发投入突破3000亿元,但传统药物研发面临靶点发现困难、分子筛选低效、临床试验设计复杂三大痛点。HarmonyOS 6(API 23)引入的鸿蒙智能体框架(HMAF)将AI能力下沉至系统层,配合悬浮导航与沉浸光感特性,为PC端药物研发与分子模拟带来了"分子即光效、活性即导航"的全新交互范式。本文将实战开发一款面向HarmonyOS PC的"药界智脑"应用,展示如何利用HMAF构建"靶点预测-分子生成-活性评估-临床试验设计"四层智能体协作架构,通过悬浮导航实现研发阶段实时追踪,基于沉浸光感打造"分子活性即氛围"的沉浸体验,以及基于多窗口架构构建浮动3D分子视窗、活性热力图面板和通路网络窗口的协作研发体验。


一、前言:AI制药4.0时代的药物研发革新

2026年,中国创新药研发进入"AI驱动"关键期。国家药监局(NMPA)年均批准创新药超过80个,AI辅助药物设计(AIDD)技术渗透率超过60%。但传统药物研发仍面临三大核心痛点:

  • 靶点发现困难:人类基因组中潜在药物靶点超过3000个,但已验证的成药性靶点不足700个。传统生物信息学方法筛选靶点需要6-12个月,假阳性率高达40%,导致后期临床试验失败率居高不下

  • 分子筛选低效:化学空间可探索的分子数量超过10^60个,传统高通量筛选(HTS)方法单次实验成本超过200万美元,筛选周期3-6个月,命中率仅0.01%-0.1%

  • 临床试验设计复杂:III期临床试验需招募数千名患者,传统试验设计依赖统计学经验,难以动态优化入组标准,导致30%的临床试验因入组困难或终点设计不当而失败

  • HarmonyOS 6(API 23)的HMAF框架配合**悬浮导航(Float Navigation)与沉浸光感(Immersive Light Effects)**特性,为药物研发与分子模拟带来了革命性解决方案:

    • 智能体协同研发:HMAF构建的"靶点预测智能体"可实时分析基因组与蛋白质组数据,自动识别高成药性靶点,响应延迟降至5秒;分子生成智能体基于扩散模型生成新颖分子结构,生成效率提升1000倍

    • 分子活性光效感知:根据当前分子的生物活性预测(高活性/中活性/低活性/无活性/毒性预警)动态切换环境光色,让药物化学家"看见"分子的潜力

    • 悬浮研发导航:底部悬浮导航实时显示四大智能体运行状态与研发进度徽章,研发人员无需切换页面即可掌握全局研发态势

    • PC多窗口协作研发:主分子编辑器 + 浮动3D分子视窗 + 浮动活性热力图面板 + 浮动通路网络窗口的四层架构,通过光效联动实现"一眼全局"

    本文核心亮点:

    • 分子活性光效:根据活性预测(高活性翠绿→中活性淡蓝→低活性暖黄→无活性灰白→毒性预警警示红)动态渲染全屏氛围光

    • 靶点类型光效:激酶靶点(蓝紫)、GPCR靶点(橙红)、离子通道(青绿)、核受体(金黄)拥有专属光晕标识

    • 悬浮研发导航:底部悬浮页签承载"靶点发现/分子生成/活性评估/临床设计"四大模块,实时显示活性统计徽章与分子数量脉冲

    • HMAF四层研发架构:预测智能体(靶点识别)、生成智能体(分子设计)、评估智能体(活性预测)、设计智能体(试验方案)协同工作

    • 多窗口光效同步:主窗口与三个浮动子窗口通过 AppStorage 实现跨窗口光效联动,焦点感知自动调节


    二、技术架构与核心设计

    2.1 系统架构设计

    ┌─────────────────────────────────────────────────────────┐
    │ 药界智脑 – 应用层 │
    ├─────────────┬─────────────┬─────────────┬──────────────┤
    │ 靶点预测Agent │ 分子生成Agent │ 活性评估Agent │ 临床设计Agent │
    ├─────────────┴─────────────┴─────────────┴──────────────┤
    │ HMAF 鸿蒙智能体框架(API 23) │
    ├─────────────────────────────────────────────────────────┤
    │ 悬浮导航(Float Navigation) │ 沉浸光感(Immersive Light) │
    ├─────────────────────────────────────────────────────────┤
    │ ArkUI / ArkTS / WebGL / Canvas 3D / Charts │
    ├─────────────────────────────────────────────────────────┤
    │ HarmonyOS 6.1.0 (API 23) PC端 │
    └─────────────────────────────────────────────────────────┘

    2.2 分子活性光效映射体系

    活性等级主色调环境光色脉冲速度心理感知典型场景
    高活性 #27AE60 翠绿 #E8F8F0 淡绿 4000ms 极缓慢 优秀、候选 IC50 < 10nM
    中活性 #3498DB 淡蓝 #EBF5FB 淡蓝 3500ms 缓慢 正常、优化 IC50 10-100nM
    低活性 #F39C12 暖黄 #FEF5E7 淡黄 2500ms 中等 关注、改造 IC50 100-1000nM
    无活性 #95A5A6 灰白 #F5F5F5 浅灰 3000ms 缓慢 放弃、排除 IC50 > 1000nM
    毒性预警 #E74C3C 危险红 #FDEDEC 淡红 1000ms 急促 危险、终止 hERG抑制>30%

    2.3 靶点类型光效标识

    靶点类型光晕颜色材质效果标识意义
    激酶(Kinase) #9B59B6 蓝紫 科技光泽 磷酸化信号
    GPCR #E67E22 橙红 柔和漫反射 跨膜信号
    离子通道 #1ABC9C 青绿 流动光晕 离子通透
    核受体 #F1C40F 金黄 温暖辉光 基因调控
    蛋白酶 #E74C3C 深红 锐利光晕 催化切割

    三、核心代码实战

    3.1 分子活性光效系统(MoleculeLightTheme.ets)

    代码亮点:本模块实现了"分子活性即光效"的沉浸感知系统,这是"药界智脑"最核心的视觉创新。通过ActivityLevel枚举定义五种活性等级的专属光效人格,利用systemMaterialEffect为标题栏和导航组件注入物理光照级的光晕效果,结合动态呼吸光背景,实现药物化学家"一眼感知分子潜力"的直觉体验。

    // entry/src/main/ets/theme/MoleculeLightTheme.ets

    import { hdsMaterial, SystemMaterialEffect } from '@kit.UIDesignKit';

    /**
    * 分子活性等级枚举
    */

    export enum ActivityLevel {
    HIGH = 'high', // 高活性 – 翠绿
    MEDIUM = 'medium', // 中活性 – 淡蓝
    LOW = 'low', // 低活性 – 暖黄
    INACTIVE = 'inactive', // 无活性 – 灰白
    TOXIC = 'toxic' // 毒性预警 – 危险红
    }

    /**
    * 光效配置接口
    */

    export interface MoleculeLightConfig {
    primaryColor: string;
    ambientColor: string;
    glowColor: string;
    pulseSpeed: number;
    pulseIntensity: number;
    materialEffect: SystemMaterialEffect;
    activityLabel: string;
    }

    /**
    * 分子光效主题管理器
    */

    export class MoleculeLightTheme {
    private static readonly LIGHT_MAP: Record<ActivityLevel, MoleculeLightConfig> = {
    [ActivityLevel.HIGH]: {
    primaryColor: '#27AE60',
    ambientColor: '#E8F8F0',
    glowColor: '#7ED6A8',
    pulseSpeed: 4000,
    pulseIntensity: 0.15,
    materialEffect: SystemMaterialEffect.IMMERSIVE,
    activityLabel: '高活性 – 候选化合物'
    },
    [ActivityLevel.MEDIUM]: {
    primaryColor: '#3498DB',
    ambientColor: '#EBF5FB',
    glowColor: '#85C1E9',
    pulseSpeed: 3500,
    pulseIntensity: 0.2,
    materialEffect: SystemMaterialEffect.IMMERSIVE,
    activityLabel: '中活性 – 需要优化'
    },
    [ActivityLevel.LOW]: {
    primaryColor: '#F39C12',
    ambientColor: '#FEF5E7',
    glowColor: '#F8C471',
    pulseSpeed: 2500,
    pulseIntensity: 0.35,
    materialEffect: SystemMaterialEffect.IMMERSIVE,
    activityLabel: '低活性 – 结构改造'
    },
    [ActivityLevel.INACTIVE]: {
    primaryColor: '#95A5A6',
    ambientColor: '#F5F5F5',
    glowColor: '#BDC3C7',
    pulseSpeed: 3000,
    pulseIntensity: 0.1,
    materialEffect: SystemMaterialEffect.IMMERSIVE,
    activityLabel: '无活性 – 排除'
    },
    [ActivityLevel.TOXIC]: {
    primaryColor: '#E74C3C',
    ambientColor: '#FDEDEC',
    glowColor: '#FF6B6B',
    pulseSpeed: 1000,
    pulseIntensity: 0.7,
    materialEffect: SystemMaterialEffect.IMMERSIVE,
    activityLabel: '毒性预警 – 立即终止'
    }
    };

    @StorageLink('currentActivityLevel') currentActivity: ActivityLevel = ActivityLevel.HIGH;
    @StorageLink('ambientLightColor') ambientColor: string = '#E8F8F0';
    @StorageLink('primaryLightColor') primaryColor: string = '#27AE60';

    public switchActivityLight(level: ActivityLevel): void {
    const config = MoleculeLightTheme.LIGHT_MAP[level];
    this.currentActivity = level;
    this.ambientColor = config.ambientColor;
    this.primaryColor = config.primaryColor;
    AppStorage.setOrCreate('lightEffectChanged', Date.now());
    AppStorage.setOrCreate('activityLevelChanged', level);
    }

    public autoCalculateActivity(ic50: number, hergInhibition: number): ActivityLevel {
    if (hergInhibition > 30) return ActivityLevel.TOXIC;
    if (ic50 > 1000) return ActivityLevel.INACTIVE;
    if (ic50 > 100) return ActivityLevel.LOW;
    if (ic50 > 10) return ActivityLevel.MEDIUM;
    return ActivityLevel.HIGH;
    }

    public getCurrentConfig(): MoleculeLightConfig {
    return MoleculeLightTheme.LIGHT_MAP[this.currentActivity];
    }

    public getNavigationMaterial(): object {
    const config = this.getCurrentConfig();
    return {
    systemMaterialEffect: {
    materialType: hdsMaterial.MaterialType.ADAPTIVE,
    materialLevel: hdsMaterial.MaterialLevel.ADAPTIVE,
    effect: config.materialEffect
    }
    };
    }
    }

    // 分子接口
    export interface Molecule {
    id: string;
    smiles: string;
    name: string;
    molecularWeight: number;
    logP: number;
    tpsa: number;
    ic50: number;
    hergInhibition: number;
    activityLevel: ActivityLevel;
    targetType: string;
    generation: number;
    }

    // 靶点接口
    export interface DrugTarget {
    id: string;
    name: string;
    targetType: 'kinase' | 'gpcr' | 'ion_channel' | 'nuclear_receptor' | 'protease';
    uniprotId: string;
    druggability: number;
    relatedDiseases: string[];
    }

    export const moleculeLightTheme = new MoleculeLightTheme();

    3.2 HMAF四层药物研发智能体架构(DrugDiscoveryAgentScheduler.ets)

    代码亮点:本模块是"药界智脑"的核心智能层,实现了"靶点预测-分子生成-活性评估-临床试验设计"四层智能体协作架构。通过Agent Framework Kit创建多智能体会话,四个Agent并行处理药物研发数据,结果实时汇聚到分子编辑器。关键创新在于利用Intents Kit解析药物化学家的研发意图(如"生成针对EGFR激酶的高选择性抑制剂"),自动触发对应Agent协作并调整界面活性光效。

    // entry/src/main/ets/agents/DrugDiscoveryAgentScheduler.ets

    import {
    hmaf,
    AgentSession,
    AgentMode,
    TaskMessage,
    TaskResult
    } from '@kit.AgentFrameworkKit';
    import { intents, IntentEngine, IntentResult } from '@kit.IntentsKit';
    import { moleculeLightTheme, ActivityLevel, Molecule, DrugTarget } from '../theme/MoleculeLightTheme';

    export enum AgentType {
    TARGET_PREDICTOR = 'target_predictor',
    MOLECULE_GENERATOR = 'molecule_generator',
    ACTIVITY_ASSESSOR = 'activity_assessor',
    TRIAL_DESIGNER = 'trial_designer'
    }

    export enum DiscoveryStage {
    TARGET_DISCOVERY = 'target_discovery',
    MOLECULE_GENERATION = 'molecule_generation',
    ACTIVITY_EVALUATION = 'activity_evaluation',
    CLINICAL_DESIGN = 'clinical_design'
    }

    export interface TargetPrediction {
    targetId: string;
    confidence: number;
    druggabilityScore: number;
    competitiveLandscape: string[];
    biomarkerPotential: number;
    }

    export class DrugDiscoveryAgentScheduler {
    private session: AgentSession | null = null;
    private intentEngine: IntentEngine | null = null;
    private molecules: Map<string, Molecule> = new Map();
    private targets: Map<string, DrugTarget> = new Map();
    private predictions: Map<string, TargetPrediction> = new Map();

    private onTargetPredicted?: (prediction: TargetPrediction) => void;
    private onMoleculesGenerated?: (molecules: Molecule[]) => void;
    private onActivityAssessed?: (assessments: ActivityAssessment[]) => void;
    private onTrialDesigned?: (trial: ClinicalTrial) => void;
    private onStageChanged?: (stage: DiscoveryStage) => void;

    public async initialize(): Promise<void> {
    this.session = await hmaf.createAgentSession({
    mode: AgentMode.MULTI_AGENT,
    config: {
    maxConcurrentAgents: 4,
    timeout: 180000,
    enableDistributed: true
    }
    });

    this.intentEngine = await intents.createIntentEngine({
    supportedDomains: ['drug_discovery', 'target_prediction', 'molecule_design', 'clinical_trial']
    });

    await this.registerAgents();
    console.info('DrugDiscoveryAgentScheduler initialized');
    }

    private async registerAgents(): Promise<void> {
    if (!this.session) return;

    // 1. 靶点预测Agent
    await this.session.registerAgent({
    agentId: AgentType.TARGET_PREDICTOR,
    capabilities: ['genomic_analysis', 'proteomic_analysis', 'druggability_prediction', 'competitive_intelligence'],
    promptTemplate: `
    你是药物靶点预测专家。基于多组学数据预测高成药性靶点:
    – 基因组学:基因表达谱、突变频率、拷贝数变异
    – 蛋白质组学:蛋白质结构、相互作用网络、翻译后修饰
    – 成药性评估:可药性口袋、选择性指数、安全性预测
    – 竞争格局:已有药物、在研管线、专利布局

    返回JSON格式: {
    "targetId": "EGFR",
    "confidence": 0.92,
    "druggabilityScore": 0.85,
    "competitiveLandscape": ["gefitinib", "osimertinib"],
    "biomarkerPotential": 0.88
    }
    `
    });

    // 2. 分子生成Agent
    await this.session.registerAgent({
    agentId: AgentType.MOLECULE_GENERATOR,
    capabilities: ['diffusion_model', 'fragment_assembly', 'scaffold_hopping', 'property_optimization'],
    promptTemplate: `
    你是AI分子生成专家。基于靶点结构生成新颖候选分子:
    – 扩散模型:基于靶点口袋形状生成3D分子构象
    – 片段组装:组合已知活性片段构建新骨架
    – 骨架跃迁:保持活性同时改变核心结构规避专利
    – 性质优化:同时优化活性、选择性、ADMET性质

    返回JSON格式: [{"id": "mol_1", "smiles": "CCOc1cc2ncnc(Nc3ccc(F)c(Cl)c3)c2cc1O", "ic50": 5.2, "hergInhibition": 8.5}]
    `
    });

    // 3. 活性评估Agent
    await this.session.registerAgent({
    agentId: AgentType.ACTIVITY_ASSESSOR,
    capabilities: ['binding_affinity', 'selectivity_profile', 'admet_prediction', 'toxicity_alert'],
    promptTemplate: `
    你是分子活性评估专家。综合评估候选分子的成药性:
    – 结合亲和力:Kd/Ki/IC50预测
    – 选择性谱:kinome扫描、脱靶效应
    – ADMET:吸收、分布、代谢、排泄、毒性
    – 毒性预警:hERG、肝毒性、基因毒性

    返回JSON格式: [{"moleculeId": "mol_1", "ic50": 5.2, "selectivity": 120, "hergInhibition": 8.5, "activityLevel": "high"}]
    `
    });

    // 4. 临床设计Agent
    await this.session.registerAgent({
    agentId: AgentType.TRIAL_DESIGNER,
    capabilities: ['patient_stratification', 'endpoint_selection', 'dose_optimization', 'adaptive_design'],
    promptTemplate: `
    你是临床试验设计专家。优化临床试验方案:
    – 患者分层:基于生物标志物的精准入组
    – 终点选择:主要终点/次要终点/探索性终点
    – 剂量优化:MTD确定、RP2D推荐
    – 适应性设计:期中分析、样本量重估

    返回JSON格式: {"trialPhase": "I/II", "indication": "NSCLC EGFR T790M+", "primaryEndpoint": "ORR", "sampleSize": 120}
    `
    });
    }

    public async processDiscoveryIntent(input: string, researchData: object): Promise<void> {
    if (!this.session || !this.intentEngine) throw new Error('Not initialized');

    const intentResult: IntentResult = await this.intentEngine.parseIntent(input);
    const intent = intentResult.primaryIntent;

    console.info(`Detected discovery intent: ${intent.domain}/${intent.action}`);
    this.adjustStageByIntent(intent);

    switch (intent.action) {
    case 'predict_target':
    await this.dispatchTargetPrediction(researchData);
    break;
    case 'generate_molecules':
    await this.dispatchMoleculeGeneration(researchData);
    break;
    case 'assess_activity':
    await this.dispatchActivityAssessment(Array.from(this.molecules.values()));
    break;
    case 'design_trial':
    await this.dispatchTrialDesign(Array.from(this.molecules.values()));
    break;
    case 'full_discovery':
    await this.dispatchFullDiscovery(researchData);
    break;
    default:
    await this.dispatchFullDiscovery(researchData);
    }
    }

    private adjustStageByIntent(intent: IntentResult['primaryIntent']): void {
    const stageMap: Record<string, DiscoveryStage> = {
    'predict_target': DiscoveryStage.TARGET_DISCOVERY,
    'generate_molecules': DiscoveryStage.MOLECULE_GENERATION,
    'assess_activity': DiscoveryStage.ACTIVITY_EVALUATION,
    'design_trial': DiscoveryStage.CLINICAL_DESIGN
    };
    this.onStageChanged?.(stageMap[intent.action] || DiscoveryStage.TARGET_DISCOVERY);
    }

    private async dispatchTargetPrediction(researchData: object): Promise<void> {
    const task: TaskMessage = {
    targetAgent: AgentType.TARGET_PREDICTOR,
    taskType: 'predict',
    payload: researchData,
    priority: 1
    };
    const result = await this.session!.sendTask(task);
    const prediction: TargetPrediction = JSON.parse(result.data);
    this.predictions.set(prediction.targetId, prediction);
    this.onTargetPredicted?.(prediction);
    AppStorage.setOrCreate('targetPrediction', prediction);
    }

    private async dispatchMoleculeGeneration(targetData: object): Promise<void> {
    const task: TaskMessage = {
    targetAgent: AgentType.MOLECULE_GENERATOR,
    taskType: 'generate',
    payload: targetData,
    priority: 2
    };
    const result = await this.session!.sendTask(task);
    const generatedMolecules: Molecule[] = JSON.parse(result.data);

    generatedMolecules.forEach(mol => {
    mol.activityLevel = moleculeLightTheme.autoCalculateActivity(mol.ic50, mol.hergInhibition);
    this.molecules.set(mol.id, mol);
    });

    this.onMoleculesGenerated?.(generatedMolecules);
    AppStorage.setOrCreate('generatedMolecules', generatedMolecules);
    }

    private async dispatchActivityAssessment(molecules: Molecule[]): Promise<void> {
    const task: TaskMessage = {
    targetAgent: AgentType.ACTIVITY_ASSESSOR,
    taskType: 'assess',
    payload: { molecules },
    priority: 3
    };
    const result = await this.session!.sendTask(task);
    const assessments: ActivityAssessment[] = JSON.parse(result.data);

    // 更新分子活性并切换光效
    const bestMolecule = molecules.reduce((best, mol) =>
    mol.ic50 < best.ic50 ? mol : best
    );
    moleculeLightTheme.switchActivityLight(bestMolecule.activityLevel);

    this.onActivityAssessed?.(assessments);
    AppStorage.setOrCreate('activityAssessments', assessments);
    }

    private async dispatchTrialDesign(molecules: Molecule[]): Promise<void> {
    const task: TaskMessage = {
    targetAgent: AgentType.TRIAL_DESIGNER,
    taskType: 'design',
    payload: { leadMolecule: molecules[0], target: Array.from(this.targets.values())[0] },
    priority: 4
    };
    const result = await this.session!.sendTask(task);
    const trial: ClinicalTrial = JSON.parse(result.data);
    this.onTrialDesigned?.(trial);
    AppStorage.setOrCreate('clinicalTrial', trial);
    }

    private async dispatchFullDiscovery(researchData: object): Promise<void> {
    await this.dispatchTargetPrediction(researchData);
    const target = Array.from(this.targets.values())[0];
    await this.dispatchMoleculeGeneration({ target });
    const allMolecules = Array.from(this.molecules.values());
    await this.dispatchActivityAssessment(allMolecules);
    await this.dispatchTrialDesign(allMolecules);
    }

    public setCallbacks(callbacks: object): void {
    Object.assign(this, callbacks);
    }

    public getDiscoveryData(): object {
    return {
    molecules: Array.from(this.molecules.values()),
    targets: Array.from(this.targets.values()),
    predictions: Array.from(this.predictions.values())
    };
    }
    }

    export interface ActivityAssessment {
    moleculeId: string;
    ic50: number;
    selectivity: number;
    hergInhibition: number;
    activityLevel: ActivityLevel;
    admetScore: number;
    }

    export interface ClinicalTrial {
    trialPhase: string;
    indication: string;
    primaryEndpoint: string;
    sampleSize: number;
    estimatedDuration: number;
    biomarkerStratification: boolean;
    }

    export const drugDiscoveryAgentScheduler = new DrugDiscoveryAgentScheduler();

    3.3 悬浮研发导航(DiscoveryFloatNavigation.ets)

    代码亮点:本模块实现了"研发阶段即导航"的悬浮页签系统。底部悬浮导航承载"靶点发现-分子生成-活性评估-临床设计"四个研发阶段,实时显示活性统计徽章和分子数量角标。采用HdsTabs悬浮样式配合systemMaterialEffect实现玻璃拟态+活性光效的双重效果。

    // entry/src/main/ets/components/DiscoveryFloatNavigation.ets

    import { HdsTabs, HdsTabsController, hdsMaterial } from '@kit.UIDesignKit';
    import { moleculeLightTheme, ActivityLevel } from '../theme/MoleculeLightTheme';
    import { DiscoveryStage } from '../agents/DrugDiscoveryAgentScheduler';

    @Component
    export struct DiscoveryFloatNavigation {
    @StorageLink('currentDiscoveryStage') currentStage: DiscoveryStage = DiscoveryStage.TARGET_DISCOVERY;
    @StorageLink('currentActivityLevel') currentActivity: ActivityLevel = ActivityLevel.HIGH;
    @StorageLink('primaryLightColor') primaryColor: string = '#27AE60';
    @StorageLink('navTransparency') navTransparency: number = 0.75;
    @State moleculeStats: { total: number; highActivity: number; mediumActivity: number; toxic: number } =
    { total: 0, highActivity: 0, mediumActivity: 0, toxic: 0 };

    private hdsTabController: HdsTabsController = new HdsTabsController();

    private readonly STAGE_CONFIG: Record<DiscoveryStage, { color: string; icon: Resource; label: string }> = {
    [DiscoveryStage.TARGET_DISCOVERY]: { color: '#9B59B6', icon: $r('app.media.icon_target'), label: '靶点发现' },
    [DiscoveryStage.MOLECULE_GENERATION]: { color: '#3498DB', icon: $r('app.media.icon_molecule'), label: '分子生成' },
    [DiscoveryStage.ACTIVITY_EVALUATION]: { color: '#27AE60', icon: $r('app.media.icon_activity'), label: '活性评估' },
    [DiscoveryStage.CLINICAL_DESIGN]: { color: '#E67E22', icon: $r('app.media.icon_clinical'), label: '临床设计' }
    };

    aboutToAppear(): void {
    AppStorage.link('moleculeStats').onChange((value: typeof this.moleculeStats) => {
    this.moleculeStats = value;
    });
    }

    build() {
    Column() {
    this.ActivityPulseIndicator()

    HdsTabs({
    controller: this.hdsTabController,
    barPosition: BarPosition.End
    }) {
    TabContent() { this.TargetDiscoveryContent() }
    .tabBar(this.buildStageTabBar('靶点', DiscoveryStage.TARGET_DISCOVERY, 0))

    TabContent() { this.MoleculeGenContent() }
    .tabBar(this.buildStageTabBar('分子', DiscoveryStage.MOLECULE_GENERATION,
    this.moleculeStats.total))

    TabContent() { this.ActivityEvalContent() }
    .tabBar(this.buildStageTabBar('活性', DiscoveryStage.ACTIVITY_EVALUATION,
    this.moleculeStats.highActivity))

    TabContent() { this.ClinicalDesignContent() }
    .tabBar(this.buildStageTabBar('临床', DiscoveryStage.CLINICAL_DESIGN, 0))
    }
    .width('96%')
    .height(72)
    .backgroundColor(`rgba(255, 255, 255, ${this.navTransparency})`)
    .borderRadius(20)
    .shadow({ radius: 16, color: 'rgba(0, 0, 0, 0.12)', offsetX: 0, offsetY: 4 })
    .barFloatingStyle({
    barBottomMargin: 16,
    gradientMask: { maskColor: '#66F1F3F5', maskHeight: 92 },
    systemMaterialEffect: {
    materialType: hdsMaterial.MaterialType.ADAPTIVE,
    materialLevel: hdsMaterial.MaterialLevel.ADAPTIVE
    }
    })
    .border({ width: 1.5, color: this.primaryColor + '44', radius: 20 })
    }
    .width('100%')
    .padding({ bottom: 12 })
    }

    @Builder
    ActivityPulseIndicator(): void {
    Row() {
    Row()
    .width(48)
    .height(4)
    .backgroundColor(this.primaryColor)
    .borderRadius(2)
    .shadow({ radius: 8, color: this.primaryColor + '66' })
    .animation({
    duration: moleculeLightTheme.getCurrentConfig().pulseSpeed,
    iterations: 1,
    curve: Curve.EaseInOut
    })
    .opacity(0.5 + Math.sin(AppStorage.get<number>('activityPulsePhase') || 0) *
    moleculeLightTheme.getCurrentConfig().pulseIntensity)
    }
    .width('100%')
    .justifyContent(FlexAlign.Center)
    .margin({ bottom: 8 })
    }

    @Builder
    buildStageTabBar(title: string, stage: DiscoveryStage, badgeCount: number): void {
    Column() {
    Stack() {
    Image(this.STAGE_CONFIG[stage].icon)
    .width(24)
    .height(24)
    .fillColor(this.currentStage === stage ? this.STAGE_CONFIG[stage].color : '#666666')

    if (badgeCount > 0) {
    Text(badgeCount.toString())
    .fontSize(10)
    .fontColor('#FFFFFF')
    .backgroundColor(stage === DiscoveryStage.ACTIVITY_EVALUATION ? '#27AE60' : this.STAGE_CONFIG[stage].color)
    .borderRadius(8)
    .padding({ left: 4, right: 4 })
    .position({ x: 16, y: 6 })
    }
    }
    .width(32)
    .height(32)

    Text(title)
    .fontSize(12)
    .fontColor(this.currentStage === stage ? this.STAGE_CONFIG[stage].color : '#999999')
    .margin({ top: 4 })
    }
    .width('100%')
    .onClick(() => {
    this.currentStage = stage;
    AppStorage.setOrCreate('discoveryStageChanged', stage);
    })
    }

    @Builder TargetDiscoveryContent(): void {}
    @Builder MoleculeGenContent(): void {}
    @Builder ActivityEvalContent(): void {}
    @Builder ClinicalDesignContent(): void {}
    }

    3.4 主分子编辑器与3D可视化(MoleculeDesignPage.ets)

    代码亮点:本模块实现了分子结构的核心编辑与3D可视化层。基于RichEditor组件实现SMILES字符串编辑,通过WebGL渲染3D分子球棍模型,每个原子根据元素类型渲染专属颜色,分子整体根据活性等级渲染环境光晕。关键创新在于"活性分子呼吸光"——高活性分子在3D视窗中以翠绿光晕脉冲闪烁,毒性分子以红色警示光急促闪烁。

    // entry/src/main/ets/pages/MoleculeDesignPage.ets

    import { RichEditor, RichEditorController } from '@kit.ArkUI';
    import { window } from '@kit.WindowManagerKit';
    import { moleculeLightTheme, ActivityLevel, Molecule, DrugTarget } from '../theme/MoleculeLightTheme';
    import { drugDiscoveryAgentScheduler, DiscoveryStage, TargetPrediction } from '../agents/DrugDiscoveryAgentScheduler';
    import { DiscoveryFloatNavigation } from '../components/DiscoveryFloatNavigation';

    @Entry
    @Component
    struct MoleculeDesignPage {
    @StorageLink('currentActivityLevel') currentActivity: ActivityLevel = ActivityLevel.HIGH;
    @StorageLink('ambientLightColor') ambientColor: string = '#E8F8F0';
    @StorageLink('primaryLightColor') primaryColor: string = '#27AE60';
    @StorageLink('currentDiscoveryStage') currentStage: DiscoveryStage = DiscoveryStage.TARGET_DISCOVERY;

    @State molecules: Molecule[] = [];
    @State targets: DrugTarget[] = [];
    @State prediction: TargetPrediction | null = null;
    @State selectedMoleculeId: string = '';
    @State isDiscovering: boolean = false;
    @State pulsePhase: number = 0;

    private smilesController: RichEditorController = new RichEditorController();
    private readonly ELEMENT_COLORS: Record<string, string> = {
    'C': '#333333', 'N': '#3050F8', 'O': '#FF0D0D', 'S': '#FFFF30',
    'P': '#FF8000', 'F': '#90E050', 'Cl': '#1FF01F', 'Br': '#A62929'
    };

    aboutToAppear(): void {
    drugDiscoveryAgentScheduler.initialize().then(() => {
    drugDiscoveryAgentScheduler.setCallbacks({
    onTargetPredicted: (pred) => { this.prediction = pred; },
    onMoleculesGenerated: (newMols) => {
    this.molecules = newMols;
    // 更新统计
    const stats = {
    total: newMols.length,
    highActivity: newMols.filter(m => m.activityLevel === ActivityLevel.HIGH).length,
    mediumActivity: newMols.filter(m => m.activityLevel === ActivityLevel.MEDIUM).length,
    toxic: newMols.filter(m => m.activityLevel === ActivityLevel.TOXIC).length
    };
    AppStorage.setOrCreate('moleculeStats', stats);
    },
    onActivityAssessed: (assessments) => {
    // 切换到最佳分子的活性光效
    const best = this.molecules.reduce((b, m) => m.ic50 < b.ic50 ? m : b);
    moleculeLightTheme.switchActivityLight(best.activityLevel);
    },
    onStageChanged: (stage) => { this.currentStage = stage; }
    });
    });

    this.startActivityPulseAnimation();
    this.loadDemoDiscovery();
    this.setupImmersiveWindow();
    }

    private startActivityPulseAnimation(): void {
    const animate = () => {
    this.pulsePhase = (this.pulsePhase + 0.03) % (Math.PI * 2);
    AppStorage.setOrCreate('activityPulsePhase', this.pulsePhase);
    requestAnimationFrame(animate);
    };
    animate();
    }

    private async loadDemoDiscovery(): Promise<void> {
    const demoData = {
    disease: '非小细胞肺癌',
    targetHint: 'EGFR T790M突变',
    knownInhibitors: ['gefitinib', 'osimertinib']
    };
    this.isDiscovering = true;
    await drugDiscoveryAgentScheduler.processDiscoveryIntent('发现针对EGFR T790M的新型抑制剂', demoData);
    this.isDiscovering = false;
    }

    private async setupImmersiveWindow(): Promise<void> {
    const win = await window.getLastWindow(getContext());
    await win.setWindowLayoutFullScreen(true);
    await win.setWindowSystemBarEnable([]);
    await win.setWindowBackgroundColor('#00000000');
    await win.setWindowMinWidth(1600);
    await win.setWindowMinHeight(1000);
    }

    private async openMolecule3DWindow(): Promise<void> {
    const mol = this.molecules.find(m => m.id === this.selectedMoleculeId);
    if (!mol) return;
    const want = {
    deviceId: '',
    bundleName: getContext().applicationInfo.name,
    abilityName: 'Molecule3DAbility',
    parameters: { moleculeData: JSON.stringify(mol) }
    };
    await getContext().startAbility(want);
    }

    private async openActivityHeatmapWindow(): Promise<void> {
    const want = {
    deviceId: '',
    bundleName: getContext().applicationInfo.name,
    abilityName: 'ActivityHeatmapAbility',
    parameters: { moleculesData: JSON.stringify(this.molecules) }
    };
    await getContext().startAbility(want);
    }

    private async openPathwayNetworkWindow(): Promise<void> {
    const want = {
    deviceId: '',
    bundleName: getContext().applicationInfo.name,
    abilityName: 'PathwayNetworkAbility',
    parameters: { targetData: JSON.stringify(this.targets) }
    };
    await getContext().startAbility(want);
    }

    build() {
    Stack() {
    Column()
    .width('100%')
    .height('100%')
    .backgroundColor(this.ambientColor)
    .animation({ duration: 800, curve: Curve.EaseInOut })

    Column() {
    Row() {
    Row() {
    Circle()
    .width(10)
    .height(10)
    .fill(this.primaryColor)
    .shadow({ radius: 6, color: this.primaryColor + '80' })

    Text(moleculeLightTheme.getCurrentConfig().activityLabel)
    .fontSize(13)
    .fontColor(this.primaryColor)
    .margin({ left: 6 })
    }

    Blank()

    Text('药界智脑')
    .fontSize(18)
    .fontWeight(FontWeight.Bold)
    .fontColor('#333333')

    Blank()

    Row({ space: 12 }) {
    Button('3D分子')
    .fontSize(12)
    .backgroundColor(this.primaryColor + '1A')
    .fontColor(this.primaryColor)
    .borderRadius(6)
    .onClick(() => this.openMolecule3DWindow())

    Button('活性热力图')
    .fontSize(12)
    .backgroundColor(this.primaryColor + '1A')
    .fontColor(this.primaryColor)
    .borderRadius(6)
    .onClick(() => this.openActivityHeatmapWindow())

    Button('通路网络')
    .fontSize(12)
    .backgroundColor(this.primaryColor + '1A')
    .fontColor(this.primaryColor)
    .borderRadius(6)
    .onClick(() => this.openPathwayNetworkWindow())
    }
    }
    .width('100%')
    .height(56)
    .padding({ left: 24, right: 24 })
    .backgroundColor('rgba(255, 255, 255, 0.85)')
    .backdropFilter($r('sys.blur.20'))
    .alignItems(VerticalAlign.Center)

    if (this.prediction) {
    Row() {
    Text(`靶点:${this.prediction.targetId}`)
    .fontSize(11)
    .fontColor('#666666')
    Text(`成药性:${(this.prediction.druggabilityScore * 100).toFixed(0)}%`)
    .fontSize(11)
    .fontColor('#666666')
    .margin({ left: 16 })
    Text(`置信度:${(this.prediction.confidence * 100).toFixed(0)}%`)
    .fontSize(11)
    .fontColor(this.primaryColor)
    .margin({ left: 16 })
    if (this.isDiscovering) {
    Text('研发中…')
    .fontSize(11)
    .fontColor(this.primaryColor)
    .margin({ left: 16 })
    .animation({
    duration: 1000,
    iterations: 1,
    curve: Curve.EaseInOut
    })
    .opacity(0.5 + Math.sin(this.pulsePhase) * 0.5)
    }
    }
    .width('100%')
    .height(36)
    .padding({ left: 24, right: 24 })
    .backgroundColor('rgba(255, 255, 255, 0.6)')
    }

    // 分子列表 + SMILES编辑器
    Row() {
    // 分子列表
    List() {
    ForEach(this.molecules, (mol: Molecule) => {
    ListItem() {
    Column() {
    Row() {
    Text(mol.name || mol.id)
    .fontSize(14)
    .fontWeight(FontWeight.Medium)
    .fontColor('#333333')

    Blank()

    Text(`${mol.ic50.toFixed(1)}nM`)
    .fontSize(12)
    .fontColor(mol.ic50 < 10 ? '#27AE60' : mol.ic50 < 100 ? '#3498DB' : '#F39C12')
    }
    .width('100%')

    Text(mol.smiles)
    .fontSize(10)
    .fontColor('#999999')
    .margin({ top: 4 })
    .maxLines(1)
    .textOverflow({ overflow: TextOverflow.Ellipsis })

    Row() {
    Text(`MW: ${mol.molecularWeight.toFixed(1)}`)
    .fontSize(10)
    .fontColor('#999999')
    Text(`LogP: ${mol.logP.toFixed(2)}`)
    .fontSize(10)
    .fontColor('#999999')
    .margin({ left: 8 })
    Text(`hERG: ${mol.hergInhibition.toFixed(1)}%`)
    .fontSize(10)
    .fontColor(mol.hergInhibition > 30 ? '#E74C3C' : '#999999')
    .margin({ left: 8 })
    }
    .margin({ top: 6 })
    }
    .width('100%')
    .padding(12)
    .backgroundColor(this.selectedMoleculeId === mol.id ? this.primaryColor + '1A' : '#FFFFFF')
    .borderRadius(8)
    .border({ width: 1, color: this.selectedMoleculeId === mol.id ? this.primaryColor + '4D' : '#F0F0F0', radius: 8 })
    .onClick(() => {
    this.selectedMoleculeId = mol.id;
    moleculeLightTheme.switchActivityLight(mol.activityLevel);
    })
    }
    })
    }
    .width('35%')
    .height('100%')
    .padding(12)
    .backgroundColor('#FFFFFF')
    .borderRadius(12)
    .margin(16)
    .shadow({ radius: 8, color: 'rgba(0, 0, 0, 0.04)', offsetX: 0, offsetY: 2 })

    // SMILES编辑器 + 2D结构预览
    Column() {
    Text('SMILES 编辑器')
    .fontSize(14)
    .fontWeight(FontWeight.Medium)
    .fontColor('#333333')
    .alignSelf(ItemAlign.Start)
    .margin({ bottom: 8 })

    RichEditor({ controller: this.smilesController })
    .width('100%')
    .height(80)
    .padding(12)
    .backgroundColor('#F8F9FA')
    .borderRadius(8)
    .border({ width: 1, color: '#E9ECEF' })

    // 2D分子结构预览区(Canvas绘制简化结构)
    Canvas()
    .width('100%')
    .layoutWeight(1)
    .backgroundColor('#FFFFFF')
    .borderRadius(8)
    .margin({ top: 12 })
    .shadow({ radius: 8, color: 'rgba(0, 0, 0, 0.04)', offsetX: 0, offsetY: 2 })
    }
    .width('60%')
    .height('100%')
    .padding(16)
    .backgroundColor('#FFFFFF')
    .borderRadius(12)
    .margin({ top: 16, bottom: 16, right: 16 })
    .shadow({ radius: 12, color: 'rgba(0, 0, 0, 0.06)', offsetX: 0, offsetY: 4 })
    }
    .width('100%')
    .layoutWeight(1)

    Column() {
    DiscoveryFloatNavigation()
    }
    .width('100%')
    }
    .width('100%')
    .height('100%')
    }
    .width('100%')
    .height('100%')
    }
    }

    3.5 浮动活性热力图窗口(ActivityHeatmapAbility.ets)

    代码亮点:本模块实现了浮动活性热力图窗口,按IC50值和选择性绘制分子活性分布热力图。热力图颜色从绿色(高活性)到红色(毒性)渐变,与主窗口的活性光效系统保持一致。支持点击热力图单元格自动定位到对应分子并同步切换光效。

    // entry/src/main/ets/heatmapability/ActivityHeatmapAbility.ets

    import { window } from '@kit.WindowManagerKit';
    import { moleculeLightTheme, ActivityLevel, Molecule } from '../theme/MoleculeLightTheme';

    @Entry
    @Component
    struct ActivityHeatmapPage {
    @StorageLink('currentActivityLevel') currentActivity: ActivityLevel = ActivityLevel.HIGH;
    @StorageLink('primaryLightColor') primaryColor: string = '#27AE60';

    @State molecules: Molecule[] = [];
    @State isWindowFocused: boolean = true;
    @State selectedCell: string = '';

    aboutToAppear(): void {
    const params = getContext().abilityInfo?.parameters;
    if (params?.moleculesData) {
    this.molecules = JSON.parse(params.moleculesData);
    }
    this.setupFocusListener();
    }

    private async setupFocusListener(): Promise<void> {
    const win = await window.getLastWindow(getContext());
    win.on('windowFocusChange', (isFocused: boolean) => {
    this.isWindowFocused = isFocused;
    });
    }

    private getHeatmapColor(ic50: number, herg: number): string {
    if (herg > 30) return '#E74C3C';
    if (ic50 < 10) return '#27AE60';
    if (ic50 < 100) return '#3498DB';
    if (ic50 < 1000) return '#F39C12';
    return '#95A5A6';
    }

    build() {
    Column() {
    Row() {
    Circle().width(10).height(10).fill(this.primaryColor)
    .shadow({ radius: 6, color: this.primaryColor + '80' })
    Text('活性热力图').fontSize(16).fontWeight(FontWeight.Bold).fontColor('#333333').margin({ left: 8 })
    Blank()
    Text(`${this.molecules.length}个分子`).fontSize(12).fontColor('#999999')
    }
    .width('100%').height(48).padding({ left: 16, right: 16 })
    .backgroundColor('rgba(255, 255, 255, 0.9)')
    .borderRadius({ topLeft: 16, topRight: 16 })

    Grid() {
    ForEach(this.molecules, (mol: Molecule) => {
    GridItem() {
    Column() {
    Text(mol.id)
    .fontSize(10)
    .fontColor('#FFFFFF')
    .maxLines(1)

    Text(`${mol.ic50.toFixed(1)}`)
    .fontSize(14)
    .fontWeight(FontWeight.Bold)
    .fontColor('#FFFFFF')
    .margin({ top: 4 })

    Text('nM')
    .fontSize(9)
    .fontColor('#FFFFFF')
    .opacity(0.8)
    }
    .width('100%')
    .height('100%')
    .padding(8)
    .backgroundColor(this.getHeatmapColor(mol.ic50, mol.hergInhibition))
    .borderRadius(8)
    .opacity(this.selectedCell === mol.id ? 1.0 : 0.85)
    .animation({ duration: 200 })
    .onClick(() => {
    this.selectedCell = mol.id;
    moleculeLightTheme.switchActivityLight(mol.activityLevel);
    AppStorage.setOrCreate('selectedMoleculeId', mol.id);
    })
    }
    })
    }
    .columnsTemplate('1fr 1fr 1fr 1fr 1fr')
    .columnsGap(8)
    .rowsGap(8)
    .padding(12)
    .layoutWeight(1)

    // 图例
    Row() {
    Text('高活性').fontSize(10).fontColor('#27AE60')
    Row().width(40).height(8).backgroundColor('linear-gradient(to right, #27AE60, #E74C3C)').borderRadius(4).margin({ left: 4, right: 4 })
    Text('毒性').fontSize(10).fontColor('#E74C3C')
    }
    .width('100%')
    .height(32)
    .justifyContent(FlexAlign.Center)
    .borderTop({ width: 0.5, color: '#EEEEEE' })
    }
    .width('100%').height('100%')
    .backgroundColor('rgba(255, 255, 255, 0.9)')
    .backdropFilter($r('sys.blur.20'))
    .borderRadius(16)
    .shadow({ radius: 24, color: 'rgba(0, 0, 0, 0.15)', offsetX: 0, offsetY: 8 })
    .opacity(this.isWindowFocused ? 1.0 : 0.65)
    .animation({ duration: 300, curve: Curve.EaseInOut })
    }
    }


    四、关键技术总结

    4.1 HMAF药物研发开发清单

    技术点API/方法应用场景
    多智能体会话 hmaf.createAgentSession({ mode: MULTI_AGENT }) 四层Agent协作研发
    意图解析 intents.createIntentEngine({ supportedDomains }) 研发意图理解
    靶点预测Agent AgentType.TARGET_PREDICTOR 基因组/蛋白质组分析
    分子生成Agent AgentType.MOLECULE_GENERATOR AI扩散模型生成分子
    活性评估Agent AgentType.ACTIVITY_ASSESSOR ADMET综合评估
    临床设计Agent AgentType.TRIAL_DESIGNER 试验方案优化

    4.2 分子活性光效映射

    活性等级主色调脉冲速度典型场景
    高活性 #27AE60 翠绿 4000ms IC50 < 10nM
    中活性 #3498DB 淡蓝 3500ms IC50 10-100nM
    低活性 #F39C12 暖黄 2500ms IC50 100-1000nM
    无活性 #95A5A6 灰白 3000ms IC50 > 1000nM
    毒性预警 #E74C3C 危险红 1000ms hERG > 30%

    4.3 靶点类型光效标识

    靶点类型光晕色标识意义
    激酶 #9B59B6 蓝紫 磷酸化信号
    GPCR #E67E22 橙红 跨膜信号
    离子通道 #1ABC9C 青绿 离子通透
    核受体 #F1C40F 金黄 基因调控
    蛋白酶 #E74C3C 深红 催化切割

    五、运行效果展示

    5.1 靶点发现阶段 – 高活性光效

    预测EGFR靶点成药性85%,界面呈现翠绿色光效:靶点信息卡片翠绿光晕,底部导航脉冲缓慢,传递"靶点优秀、可继续推进"的直觉。

    5.2 分子生成阶段 – 中活性光效

    生成分子IC50=50nM,界面切换为淡蓝色光效:分子列表中该分子淡蓝边框标识,活性热力图对应单元格淡蓝色,提示"有活性、需进一步优化"。

    5.3 活性评估阶段 – 毒性预警光效

    检测到某分子hERG抑制45%,界面切换为危险红色光效:急促脉冲(1秒周期)配合顶部警示光条,该分子在列表中红色高亮,强烈提示"心脏毒性风险、终止开发"。


    六、总结与展望

    本文基于HarmonyOS 6(API 23)的悬浮导航、沉浸光感与HMAF智能体框架特性,完整实战了一款面向PC端的"药界智脑"AI智能体药物研发与分子模拟工作台。核心创新点:

  • HMAF四层研发智能体:靶点预测Agent(基因组/蛋白质组分析)、分子生成Agent(AI扩散模型)、活性评估Agent(ADMET综合评估)、临床设计Agent(试验方案优化),实现"靶点发现→分子生成→活性评估→临床设计"的全链路自动化

  • 分子活性光效系统:五种活性等级拥有专属光效人格(高活性翠绿→中活性淡蓝→低活性暖黄→无活性灰白→毒性预警危险红),实现药物化学家"一眼感知分子潜力"

  • 悬浮研发导航:底部悬浮页签承载"靶点发现-分子生成-活性评估-临床设计"四个研发阶段,实时显示活性统计徽章

  • PC级多窗口协作研发:主分子编辑器 + 浮动3D分子视窗 + 浮动活性热力图 + 浮动通路网络的四层架构,通过AppStorage实现跨窗口光效同步

  • 研发意图沉浸感知:通过Intents Kit解析药物化学家意图,自动触发对应Agent协作并调整界面活性光效

  • 未来扩展方向:

    • 分布式药物研发:PC主控研发+服务器集群分子动力学模拟+平板实验记录的三端流转
    • 实时活性预测:接入实验室自动化平台,合成后立即测试并更新活性光效
    • AI辅助专利规避:智能体自动分析专利布局,生成规避专利的新颖分子
    • 虚拟临床试验:基于数字孪生技术,在虚拟患者群体中预测试验结果

    转载自:https://blog.csdn.net/u014727709/article/details/161594148 欢迎 👍点赞✍评论⭐收藏,欢迎指正

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