GitHub

Training Molecular Dynamics Potentials in JAX

Neural Networks are promising models for enhancing the accuracy of classical molecular simulations. However, the training of accurate models is challenging. chemtrain is a framework for learning ...
Scientific Research Publishing

Integrating Volatility Models within State Space Frameworks for Commodity Return Analysis ()

The study applies a Kalman filter (KF) to Generalized Autoregressive Conditional Heteroskedasticity (GARCH) models to create a hybrid model, to estimate the parameters of the GARCH model in the ...
C&EN

Computational Insights into Membrane Disruption by Cell-Penetrating Peptides

Unit of Biophysics, Department of Biochemistry and Molecular Biology, Facultat de Medicina, Av. Can Domènech s/n, Universitat Autònoma de Barcelona, 08193 Cerdanyola del Vallès, Catalonia, Spain ...
C&EN

W4Λ: Leveraging Λ Coupled-Cluster for Accurate Computational Thermochemistry Approaches

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. Article Views are the COUNTER-compliant sum of full text article downloads since ...
Europe PMC

SERR-U-Net: Squeeze-and-Excitation Residual and Recurrent Block-Based U-Net for Automatic Vessel Segmentation in Retinal Image.

A new SERR-U-Net framework for retinal vessel segmentation is proposed, which leverages technologies including Squeeze-and-Excitation (SE), residual module, and recurrent block. First, the convolution ...
eLife

The transcriptomic response of cells to a drug combination is more than the sum of the responses to the monotherapies

Our ability to discover effective drug combinations is limited, in part by insufficient understanding of how the transcriptional response of two monotherapies results in that of their combination. We ...
Scientific Research Publishing

Characterization of Optical Aberrations Induced by Thermal Gradients and Vibrations via Zernike and Legendre Polynomials ()

For every astronomical instrument, the operating conditions are undoubtedly different from those defined in a setup experiment. Besides environmental conditions, the drives, the electronic cabinets ...
GitHub

CM-TTS: Enhancing Real Time Text-to-Speech Synthesis Efficiency through Weighted Samplers and Consistency Models

DATASET refers to the names of datasets such as LibriTTS and VCTK in the following documents. You have to download the pretrained models(To prevent anonymity from ...