Physics‐Grounded Materials Artificial Intelligence for Reliable Materials Discovery
Physics‐Grounded Materials AI (PhysMat AI) integrates physical priors, descriptors, constraints, verification, and data infrastructure into a unified full‐stack framework, enabling reliable, interpretable, and autonomous AI‐driven materials discovery.
Yuhang Wang +3 more
wiley +1 more source
Semantic architectures for domain-specific programming AI agents: lessons from a JavaScript semantic assistant. [PDF]
Ishaq M +4 more
europepmc +1 more source
This study presents a magneto‐mechanical strategy that incorporates FP@MSCs into an aligned PCL/GelMA nerve guidance conduit. Magnetic stimulation increases membrane tension in FP@MSCs, triggering cytoskeletal remodeling, Schwann cell‐like differentiation, and TIMP1 secretion. TIMP1 activates ITGB1/CD63–FAK signaling in NE‐4C cells, increasing membrane
Xinyu Zhu +14 more
wiley +1 more source
Critical Limitations in Comparing ChatGPT and DeepSeek for Orthopedic Assessment. [PDF]
Ayas O, Acar A.
europepmc +1 more source
Melatonin and Artificial Light: Effects on Maternal and Fetal Health During Pregnancy. [PDF]
Cosendey TA +3 more
europepmc +1 more source
Adding LLMs to the psycholinguistic norming toolbox: A practical guide to getting the most out of human ratings. [PDF]
Conde J +9 more
europepmc +1 more source
When prevention science meets politics: a case study of macrosystem barriers to school-based CSEC prevention. [PDF]
Dalla RL +9 more
europepmc +1 more source
Another 10 years of PLOS Computational Biology: A data-driven reflection on trends in genomics research. [PDF]
Fan J.
europepmc +1 more source
Development and implementation of a unified curriculum in math, statistics, computing, and informatics with financial considerations for medical physics graduate programs. [PDF]
Chang J, Vaccarelli MJ.
europepmc +1 more source
Related searches:
This paper discusses both the history and future of programming languages ( = higher level languages). Some of the difficulties in writing such a history are indicated. A key part of the paper is a tree showing the chronological development of languages and their interrelationships. Reasons for the proliferation of languages are given.
Jean E Sammet
exaly +3 more sources

