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Formulation graphs for map** structure-composition of battery electrolytes to device performance
Advanced computational methods are being actively sought to address the challenges
associated with the discovery and development of new combinatorial materials, such as …
associated with the discovery and development of new combinatorial materials, such as …
[HTML][HTML] Data-driven future for nanofiltration: Esca** linearity
Compared with traditional membrane separation methods such as distillation and
chromatography, nanofiltration (NF) affords decreased waste generation and energy …
chromatography, nanofiltration (NF) affords decreased waste generation and energy …
[HTML][HTML] Modeling bioconcentration factors in fish with explainable deep learning
Abstract The Bioconcentration Factor (BCF) is an important parameter in the environmental
risk assessment of chemicals, relevant for industrial and academic research as well as …
risk assessment of chemicals, relevant for industrial and academic research as well as …
[HTML][HTML] A transfer learning approach for reaction discovery in small data situations using generative model
Sustainable practices in chemical sciences can be better realized by adopting
interdisciplinary approaches that combine the advantages of machine learning (ML) on the …
interdisciplinary approaches that combine the advantages of machine learning (ML) on the …
Graph-Convolutional Neural Net Model of the Statistical Torsion Profiles for Small Organic Molecules
E Raush, R Abagyan, M Totrov - Journal of Chemical Information …, 2022 - ACS Publications
We present a graph-convolutional neural network (GCNN)-based method for learning and
prediction of statistical torsional profiles (STP) in small organic molecules based on the …
prediction of statistical torsional profiles (STP) in small organic molecules based on the …
VECT-GAN: A variationally encoded generative model for overcoming data scarcity in pharmaceutical science
Y Abdalla, M Taub, E Hilton, P Akkaraju… - arxiv preprint arxiv …, 2025 - arxiv.org
Data scarcity in pharmaceutical research has led to reliance on labour-intensive trial-and-
error approaches for development rather than data-driven methods. While Machine …
error approaches for development rather than data-driven methods. While Machine …
[PDF][PDF] Artificial Intelligence in the Life Sciences
abstract The Bioconcentration Factor (BCF) is an important parameter in the environmental
risk assessment of chemicals, relevant for industrial and academic research as well as …
risk assessment of chemicals, relevant for industrial and academic research as well as …
[CITA][C] ДИЗАЙН ЛИГАНДОВ КОМПЛЕКСООБРАЗОВАТЕЛЕЙ ДЛЯ ПЕРЕРАБОТКИ ОТРАБОТАННОГО ЯДЕРНОГО ТОПЛИВА С ИСПОЛЬЗОВАНИЕМ …
КВ Карпов, АА Митрофанов - Радиохимия-2022, 2022 - elibrary.ru