Machine Learning– tag –
-
Information Theory and Machine Learning Fusion Achieves High-Precision Alloy MLP Models for Stacking-Fault Energy and Phase Diagram Prediction
Science Advances (PubMed) USA Overview This research introduces a novel approach that combines information theory with machine learning to optimize the design of machine learning potentials (MLPs) for metallic alloys. The method effectiv... -
Argonne National Lab Launches $2.77 Million ‘Accelerated Catalyst Design Foundry’ to Hasten Catalyst Discovery with AI and Automation
Lab Manager USA Overview Argonne National Laboratory is spearheading the $2.77 million 'Accelerated Catalyst Design Foundry' project, integrating AI, automation, and advanced experimental workflows to significantly accelerate catalyst di... -
Hugging Face Spotlights CrystalCLR and CHGNet for Enhanced Materials Property Prediction via Machine Learning
Hugging Face USA Overview Hugging Face highlights significant advancements in materials property prediction with the CrystalCLR framework and CHGNet machine learning interatomic potential. CrystalCLR improves material representations thr... -
AI Drives Rapid Design and Modeling of Organic Electrochemical Energy Materials for Advanced Batteries
ChemRxiv USA Overview Artificial intelligence is dramatically transforming the computational design and modeling of organic electrochemical energy materials (OEEMs) through data-driven property prediction, machine learning interatomic po... -
Google Cloud Significantly Expands AI Infrastructure in Asia-Pacific with New High-Performance GPU Cluster Deployments
Google Cloud Blog USA Overview Google Cloud has announced a substantial expansion of its AI infrastructure in the Asia-Pacific region, commencing the deployment of new high-performance GPU clusters. This strategic investment directly add... -
AI Drug Discovery Investment Surges to $10 Billion in 2026 with Eli Lilly Partnerships and Over 173 Clinical Programs, Highlighting Isomorphic Labs
MarketWise USA Overview Investment in AI drug discovery is booming in 2026, following Anthropic's CEO's prediction of a biotech renaissance, with AI and ML-related biopharma deals already nearing $10 billion. Key drivers include Eli Lill... -
Leading AI Drug Discovery Platforms Evolve from Candidate Generation to Protein Design in 2026, Driven by Eli Lilly-Insilico Medicine $2.75 Billion Partnership
The AI Journal USA Overview In 2026, AI drug discovery platforms, led by Converge Bio, Xaira Therapeutics, and Generate Biomedicines, have advanced beyond mere drug prediction to encompass candidate generation, antibody engineering, targ... -
FDA Approves First AI-Designed Drug Molecule for Phase 3 Clinical Trial in 2026, Accelerating R&D with New AI Drug Discovery Regulatory Guidance
BioNixus USA Overview In March 2026, the US FDA approved the first AI-designed drug molecule for Phase 3 clinical trials, solidifying AI drug discovery as a foundational technology in pharmaceutical R&D. Following this, on May 15th, ... -
Genomics Launches AI Platform “Mystra AI” to Streamline Drug Discovery Utilizing Genome-Phenotype Data
Biology Digital UK Overview Genomics has unveiled "Mystra AI," an AI platform leveraging advanced machine learning models trained on extensive genome-phenotype data to streamline drug discovery. Primarily focused on drug discovery, this ... -
NTHRYS Biotech Labs Unveils AI DoE Automation Software Suite, Accelerating Media Optimization and Bioprocess Development
NTHRYS Biotech Labs Germany Overview NTHRYS Biotech Labs has launched an AI-powered software suite for bioprocess development, featuring AI Design of Experiment (DoE) automation for media formulation and screening. This tool predicts opt...
