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SuanNi
SuanNi
May 2, 2026 · Artificial Intelligence

Joint Modeling Predicts New Drugs in Nature: AI Maps a Billion‑Molecule Chemical Frontier

The article presents a joint molecular model that combines property prediction with molecule reconstruction, introduces a "strangeness" metric to detect distribution shift, validates it on 33 datasets, applies it to a 140k virtual screen, and experimentally discovers seven highly novel kinase inhibitors.

AI drug discoverydistribution shiftjoint molecular model
0 likes · 7 min read
Joint Modeling Predicts New Drugs in Nature: AI Maps a Billion‑Molecule Chemical Frontier
AI Explorer
AI Explorer
Mar 30, 2026 · Industry Insights

Lilly’s $2.75 B Bet on AI Drug Discovery: A Potential Turning Point for Pharma R&D

Lilly’s recent RMB 2.75 billion investment in AI-driven drug discovery firm Insilico Medicine signals a strategic shift from using AI as a supplementary tool to a core engine, highlighting both the promise of accelerated target identification and the lingering challenges of clinical validation, data quality, and regulatory acceptance.

AI drug discoveryInsilico MedicineLilly investment
0 likes · 5 min read
Lilly’s $2.75 B Bet on AI Drug Discovery: A Potential Turning Point for Pharma R&D
AI Explorer
AI Explorer
Mar 30, 2026 · Industry Insights

AI Tech Daily March 30 2026: PaddleOCR tops GitHub, New Large Models, and Security Advances

The March 30, 2026 AI Tech Daily highlights PaddleOCR surpassing Tesseract with 73.3K stars, GigaWorld's GigaBrain models leading global rankings, Eli Lilly's 2.75 billion‑RMB AI drug‑discovery investment, Doubao joining top‑tier LLMs, Stanford's InfoTok video tokenization breakthrough, Claude's rapid vulnerability exploit, a new Claude model beating Opus 4.6, Node.js core members petitioning to ban AI‑assisted coding, Kimi K2.5 reaching $1 billion monthly revenue, a startup's tiny model delivering 15× inference speed, and Claude's 15 KB engine boosting rendering speed 1,200×.

AI drug discoveryClaudeGigaBrain
0 likes · 6 min read
AI Tech Daily March 30 2026: PaddleOCR tops GitHub, New Large Models, and Security Advances
Data Party THU
Data Party THU
Jan 26, 2026 · Artificial Intelligence

How PropMolFlow Boosts Property‑Guided Molecule Generation by Tenfold

PropMolFlow, a new flow‑matching model introduced by researchers from the University of Florida and NYU, generates property‑guided molecules up to ten times faster than prior SOTA methods while preserving chemical validity and achieving superior performance on benchmarks such as QM9.

AI drug discoveryPropMolFlowcomputational chemistry
0 likes · 7 min read
How PropMolFlow Boosts Property‑Guided Molecule Generation by Tenfold
HyperAI Super Neural
HyperAI Super Neural
Sep 26, 2025 · Artificial Intelligence

Nvidia’s ReaSyn Uses Chain‑of‑Reaction Reasoning to Boost Molecule Reconstruction and Path Diversity

ReaSyn, a new framework from Nvidia’s research team, treats synthesis pathways as chain‑of‑thought reasoning using a novel Chain‑of‑Reaction representation, achieving the highest reconstruction rates and path diversity in molecule synthesis tasks, and outperforming prior methods across multiple benchmark optimizations.

AI drug discoveryReaSynReinforcement Learning
0 likes · 14 min read
Nvidia’s ReaSyn Uses Chain‑of‑Reaction Reasoning to Boost Molecule Reconstruction and Path Diversity
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Sep 25, 2024 · Artificial Intelligence

AI-Driven Drug Discovery Shines at Shanghai’s First Computational Biology Competition

The inaugural Shanghai International Computational Biology Innovation Competition concluded with five finalist teams, awarding a GeminiMol team from ShanghaiTech University first prize for discovering highly active molecules validated by wet experiments, while the event showcased AI-driven drug discovery targeting the NMDA receptor, highlighted the city’s new computational biology action plan, and emphasized talent selection through competition.

AI drug discoveryNMDA receptorShanghai competition
0 likes · 7 min read
AI-Driven Drug Discovery Shines at Shanghai’s First Computational Biology Competition
Baidu Intelligent Cloud Tech Hub
Baidu Intelligent Cloud Tech Hub
Apr 17, 2023 · Artificial Intelligence

How NVIDIA’s GPU‑Powered AI is Revolutionizing Drug Discovery and Genomics

The article outlines NVIDIA’s CLARA platform, BioNeMo framework, and GPU‑accelerated tools such as CLARA Parabricks and RAPIDS, demonstrating how AI and high‑performance computing dramatically speed up drug‑target identification, molecular generation, protein structure prediction, and high‑throughput DNA/RNA sequencing, with benchmarks showing up to 80‑fold acceleration.

AI drug discoveryBioNeMoCLARA
0 likes · 11 min read
How NVIDIA’s GPU‑Powered AI is Revolutionizing Drug Discovery and Genomics
DataFunTalk
DataFunTalk
Dec 25, 2022 · Artificial Intelligence

GraphSynergy: A Network‑Inspired Deep Learning Model for Predicting Anti‑Cancer Drug Combinations

GraphSynergy integrates network science and graph convolutional networks to predict synergistic anti‑cancer drug combinations by modeling protein‑protein interaction networks, computing therapy and toxicity scores, and outperforming baseline methods on DrugCombDB and Oncology‑Screen datasets, while offering interpretable mechanisms for drug repurposing.

AI drug discoverycancer therapydrug repurposing
0 likes · 19 min read
GraphSynergy: A Network‑Inspired Deep Learning Model for Predicting Anti‑Cancer Drug Combinations