Universal differential equations as a unifying modeling language for neuroscience. [PDF]
El-Gazzar A, van Gerven M.
europepmc +1 more source
Conscious active inference I: A quantum model naturally implements the path integral needed for real-time planning and control. [PDF]
Wiest MC, Puniani AS.
europepmc +1 more source
Two methods for the optimization of chiral reflection by a metamaterial made of either GaP/Air or PMMA/Air interfaces are compared, showing approaches towards fast design exploration and high‐performance results: a neural‐network pipeline and a genetic algorithm. The structures considered are characterized by a periodic, chiral texturation with a shape
Davide Filippozzi +4 more
wiley +1 more source
Are we ready for causal discovery in biological systems using deep learning? [PDF]
Yeo HC, Selvarajoo K.
europepmc +1 more source
A Hybrid Semi‐Inverse Variational and Machine Learning Approach for the Schrödinger Equation
A hybrid semi‐inverse variational and machine‐learning framework is presented for solving the Schrödinger equation with complex quantum potentials. Physics‐based variational solutions generate high‐quality training data, enabling Random Forest and Neural Network models to deliver near‐perfect energy predictions.
Khalid Reggab +5 more
wiley +1 more source
Multi-access edge computing scheduling optimization model for remote education under 6G network environment based on reinforcement learning. [PDF]
Jin L, Gao X, Wang J, Yuan S.
europepmc +1 more source
Deep learning-based battery health prediction for enhancing electric vehicle performance. [PDF]
Rahman T +6 more
europepmc +1 more source
Uncertainty Quantification for <i>In Silico</i> Chemistry. [PDF]
Frömbgen T +5 more
europepmc +1 more source
Multimodal bioinformatic analyses of genome-scale expression beyond gene-centric differential expression. [PDF]
Nuanpirom J, Charoensawan V.
europepmc +1 more source
Image reconstruction from incomplete data via approximated pseudo-inverse and dual-domain coupled diffusion posterior sampling. [PDF]
Xing Q +5 more
europepmc +1 more source

