Results 211 to 220 of about 64,488 (261)

Limitations of Foundation Models in Energy Materials Simulations: A Case Study in Polyanion Sodium Cathode Materials

Advanced Intelligent Discovery, EarlyView.
Several simulation techniques are used to explore static and dynamic behavior in polyanion sodium cathode materials. The study reveals that universal machine learning interatomic potentials (MLIPs) struggle with system‐specific chemistry, emphasizing the need for tailored datasets.
Martin Hoffmann Petersen, Chiku Parida, Jonas Busk, Jin Hyun Chang, Arghya Bhowmik, Juan Maria Garcia Lastra   +5 more
wiley   +1 more source

Normalization of network activity in an epilepsy model with a constitutively active GABBR2 variant. [PDF]

Brain
Stawarski M, Ulrich D, Reinartz S, Schwenk J, Chen LY, Fernandez-Fernandez D, Frycz BA, Tafti M, Jeon Y, Lee H, Seong JK, Choi M, Lütjens R, Gassmann M, Fakler B, Barkat TR, Bettler B.   +16 more
europepmc   +1 more source

Advances in Thermal Modeling and Simulation of Lithium‐Ion Batteries with Machine Learning Approaches

Advanced Intelligent Discovery, EarlyView.
Heat generation in lithium‐ion batteries affects performance, aging, and safety, requiring accurate thermal modeling. Traditional methods face efficiency and adaptability challenges. This article reviews machine learning‐based and hybrid modeling approaches, integrating data and physics to improve parameter estimation and temperature prediction ...
Qi Lin, Kang Fu, Junjie Ding, Kai Sun, Peng Tan   +4 more
wiley   +1 more source

Uncovering NMDA receptor-mediated high firing activity in excitatory human neurons. [PDF]

iScience
Gameiro-Ros I, Tengolics AJ, Prytkova I, Kamarajan C, Pang ZP, Goate AM, Hart RP, Slesinger PA.   +7 more
europepmc   +1 more source

Arbor-TVB: a novel multi-scale co-simulation framework with a case study on neural-level seizure generation and whole-brain propagation. [PDF]

Front Comput Neurosci
Hater T, Courson J, Lu H, Diaz-Pier S, Manos T.   +4 more
europepmc   +1 more source

Activation by Alcohol of Prefrontal Layer 5 Pyramidal Neurons Depends on Ascending Dopaminergic Input. [PDF]

J Neurosci
Li M, Cabrera-Garcia D, Harrison NL, Yang G.   +3 more
europepmc   +1 more source

Bifurcation of neural firing patterns driven by potassium dynamics and neuron-electrode geometry during high-frequency stimulation. [PDF]

PLoS Comput Biol
Yuan Y, Zhang J, Wang C, Yan H, Zhang N, Zhang K, Guo Z, Wang Z.   +7 more
europepmc   +1 more source

Neuro-glioma activity-dependent growth mechanisms: an actionable circuit from NLGN3-ADAM10 to AMPA synapses. [PDF]

Transl Cancer Res
Tian YF, Fan JY, Wu Q, Pu J.
europepmc   +1 more source

Dynamic changes in excitability and viability of sporadic and <i>SOD1</i>-related amyotrophic lateral sclerosis iPSC-derived motor neurons. [PDF]

Front Cell Dev Biol
Qi M, Hu N, Ding J, Niu J, Long B, Liu M.   +5 more
europepmc   +1 more source

Higher-Order Thalamus is Pivotal in Schizophrenia-Associated Pathophysiology

Stedehouder J, Panti K, Peng Y, Stagg CJ, Sharott A.   +4 more
europepmc   +1 more source