Hybrid Nature-Inspired Optimization for the Cell Formation Problem with Machine Reliability and Alternative Routings. [PDF]
Figueroa-Torrez P +6 more
europepmc +1 more source
Metal‐free carbon catalysts enable the sustainable synthesis of hydrogen peroxide via two‐electron oxygen reduction; however, active site complexity continues to hinder reliable interpretation. This review critiques correlation‐based approaches and highlights the importance of orthogonal experimental designs, standardized catalyst passports ...
Dayu Zhu +3 more
wiley +1 more source
Data-Driven Quantum Simulation of Artificial Quantum Materials with Rydberg Atoms. [PDF]
Kim M.
europepmc +1 more source
Energetic Offset in Organic Solar Cells‐ Importance, Confusion and Outlook
Energetic offsets in organic solar cells (OSCs) remain a subject of debate due to measurement‐ and lab‐dependent discrepancies. This Perspective clarifies the physical origins of these variations and identifies temperature‐dependent electro‐optical methods as a reliable approach to obtain consistent offset values.
Nakul Jain +5 more
wiley +1 more source
Information Bottleneck-Enhanced Reinforcement Learning for Solving Operation Research Problems. [PDF]
Xi R, Ni Y, Wu W.
europepmc +1 more source
This review highlights the role of self‐assembled monolayers (SAMs) in perovskite solar cells, covering molecular engineering, multifunctional interface regulation, machine learning (ML) accelerated discovery, advanced device architectures, and pathways toward scalable fabrication and commercialization for high‐efficiency and stable single‐junction and
Asmat Ullah, Ying Luo, Stefaan De Wolf
wiley +1 more source
Animal models in molecular biology research: Challenges, ethical imperatives, and the path to human-relevant translation. [PDF]
Rafi MSH +6 more
europepmc +1 more source
Evidence of scaling advantage on an NP-complete problem with enhanced quantum solvers. [PDF]
Lu Q +8 more
europepmc +1 more source
Advancing stochastic 3-SAT solvers by dissipating oversatisfied constraints. [PDF]
Schwardt J, Budich JC.
europepmc +1 more source
Editorial: Advancing excellence in thoracic oncology: breakthroughs and impactful discoveries. [PDF]
Pine SR, Giaccone G.
europepmc +1 more source

