AI-driven pilot platforms and computational pharmaceutics: accelerating innovation in small molecule drug development under industry 4.0 and 5.0 paradigms. [PDF]
Luo K +12 more
europepmc +1 more source
Towards efficient and robust reinforcement learning via synthetic environments and offline data
Over the past decade, Deep Reinforcement Learning (RL) has driven many advances in sequential decision-making, including remarkable applications in superhuman Go-playing, robotic control, and automated algorithm discovery. However, despite these successes, deep RL is also notoriously sample-inefficient, usually generalizes poorly to settings beyond the
openaire +1 more source
Polymorph‐Specific Electronic Transduction in WO3 during Molecular Sensing
Metal‐oxide polymorphs with similar surface chemistry can nevertheless exhibit distinct sensing properties. In γ‐ and ε‐WO3, analyte adsorption appears comparable; yet, only ε‐WO3 induces a pronounced lattice electronic perturbation that accommodates charge in sub‐conduction band minimum states.
Matteo D'Andria +6 more
wiley +1 more source
MolVE: An Open-Source Web Platform for Visualizing and Evaluating AI-Designed Molecules to Aid in Prioritization. [PDF]
Rigoni D, Sperduti A, Moro S.
europepmc +1 more source
GNSS multipath parameters estimation using deep learning and application to 3D synthetic environment
Le système de réception de signaux Global Navigation Satellite System (GNSS) présente une vulnérabilité face au phénomène de multitrajet. Événement fréquent en milieu urbain, il peut mener à une forte détérioration des performances de positionnement du récepteur.
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Electrochemical CO2RR is a key technology for converting CO2 into chemicals, but there remains a gap between “laboratory science” and “engineering practice” in current research. This review establishes a multi‐scale research framework, encompassing atomic‐level characterization, microenvironment regulation, external field‐assisted optimization, and AI ...
Ping Hong +3 more
wiley +1 more source
Review of Polymer Drug Therapy for Cancer Driven by Artificial Intelligence. [PDF]
Zheng J, Ye Y.
europepmc +1 more source
Rewriting Polymer Fate via Chemomechanical Coupling
This work introduces a life‐like “living” polymer platform that can grow, degrow, and reprogram its properties after fabrication. By integrating mass transport, reversible polymerization, and controlled catalysis, the material achieves on‐demand changes in size, shape, and mechanical properties.
Jiahe Huang +9 more
wiley +1 more source
AgriVision: A Benchmark Dataset for Advancing Real-World Robotic Vision in Densely Fruited Blueberry Crop. [PDF]
Owais M +5 more
europepmc +1 more source
The Possibility of New Complex Magnet Materials
The quest for stronger magnets enters a new era. With the developments of AI‐driven materials discovery, computational prediction of magnetic properties, and autonomous laboratories, researchers can now explore millions of untested structures. Discovery of next‐generation ultra‐powerful magnets – critical for electric vehicles, renewable energy, and ...
G. Jeffrey Snyder
wiley +1 more source

