2026– date –
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Flatiron Institute Researchers Solve Quantum-Computer-Level Quantum Physics Problem on Laptop with Tensor Networks and Classical Computing
ScienceDaily USA Overview Researchers at the Simons Foundation's Flatiron Institute have solved a complex quantum physics problem, previously thought to require a quantum computer, using an ordinary laptop, advanced mathematics, and spec... -
Chinese Researchers Develop End-to-End AI-Guided Inverse Design Framework for Perovskite Photovoltaic Devices with Deep Generative Modeling
Frontiers in Artificial Intelligence China Overview Chinese researchers have developed an end-to-end framework integrating deep generative modeling and AI to enable AI-guided 'inverse design' of perovskite solar cell (PSC) devices. This ... -
Keystone Technology Consultants Proposes AI Quality Control for Ohio Polymer Companies to Boost Production Efficiency and Product Consistency
Keystone Technology Consultants USA Overview Keystone Technology Consultants suggests Ohio polymer companies can significantly improve quality control by leveraging AI for dimensional, color, and assembly checks. AI-assisted vision syste... -
University of Florida Team Secures DOE Grant to Develop AI-Driven Platform, Accelerating Discovery of Heat-Resistant Materials for Aerospace and Energy
University of Florida USA Overview A University of Florida-led research team received a DOE Genesis Mission grant to develop an AI-driven platform. This platform integrates electron microscopy, AI, and modeling to significantly accelerat... -
UC Berkeley and LBNL Harness LLMs to Decipher Fundamental Principles of Catalysis, Accelerating Development via Data Standardization and Hypothesis Generation
ACS Publications USA Overview Researchers from UC Berkeley and LBNL published a paper exploring how Large Language Models (LLMs) can contribute to understanding the fundamental principles of catalysis. LLMs integrate performance data, sp... -
Meta FAIR and Stanford Researchers Successfully Fine-Tune UMA Model for High-Precision Simulation of WS2 Oxygen Plasma Interactions
arXiv USA Overview Researchers from Meta FAIR and Stanford University successfully fine-tuned the UMA universal machine-learned interatomic potential (MLIP) model specifically for oxygen plasma interactions with WS2. This study addresses... -
Duke University Team Secures DOE Funding for AI Platform to Design DNA-Based Energy Materials
Duke University USA Overview A Duke University research team has received funding from the DOE's Genesis Project to develop an AI platform for designing DNA-based materials. This AI framework automatically designs DNA origami building bl... -
Chinese Researchers Review Innovations in Sodium-Ion Battery Electrolyte and Electrode Materials, Advancing Rational Design with AI
MDPI China Overview This paper reviews innovations in electrolyte and electrode materials and interface construction strategies for Sodium-Ion Batteries (SIBs) to enhance performance. It emphasizes that combining theoretical calculations... -
Schrödinger Reports 46% Revenue Jump and First Recurring Platform Contracts, Validating AI-Driven Molecular Discovery Pivot
Morningstar USA Overview AI biotechnology firm Schrödinger announced a 46% year-over-year revenue increase for fiscal year 2026, alongside securing its first recurring platform contracts. This growth signifies the successful execution of... -
Tohoku University Pioneers AI-Powered Closed-Loop System for Rapid Clean Energy Material Discovery
Tohoku University Japan Overview Researchers at Tohoku University have developed an innovative 'closed-loop' system integrating AI models, autonomous experimentation, and continuous feedback into a unified research platform. This framewo...
