Scalable training of neural network potentials for complex interfaces through data augmentation by In Won Yeu, Annika Stuke, Jon López-Zorrilla, James M. Stevenson, David R. Reichman, Richard A. Friesner, Alexander Urban, Nongnuch Artrith

“…Here, we present an efficient methodology incorporating forces into ANN training by translating them to synthetic energy data using Gaussian process regression (GPR), leading to accurate PES models with fewer additional first-principles calculations and a reduced computational effort for training. We evaluated the method on hybrid density-functional theory data for ethylene carbonate (EC) molecules and their interfaces with Li metal, which are relevant for Li-metal batteries. …”
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Integrating Equation Coding with Residual Networks for Efficient ODE Approximation in Biological Research by Ziyue Yi

“…LazyNet reduces the complexity of mathematical operations, enabling faster model training with fewer data and lower computational costs. We evaluate LazyNet across several biological applications, including HIV dynamics, gene regulatory networks, and mass spectrometry analysis of small molecules. …”
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Predicting and comparing transcription start sites in single cell populations. by Shiwei Fu, Wei Vivian Li

“…Despite the emergence of computational methods designed to analyze 5' RNA sequencing data, current methods often lack comparative evaluations in single-cell contexts and are predominantly tailored for paired-end data, neglecting the potential of single-end data. …”
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Using genomic data and machine learning to predict antibiotic resistance: A tutorial paper. by Faye Orcales, Lucy Moctezuma Tan, Meris Johnson-Hagler, John Matthew Suntay, Jameel Ali, Kristiene Recto, Phelan Glenn, Pleuni Pennings

“…The tutorial can be used in undergraduate and graduate classes for students in Biology, Public Health, Computer Science, or related fields.…”
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Constraint-based modeling of carbon fixation and the energetics of electron transfer in Geobacter metallireducens. by Adam M Feist, Harish Nagarajan, Amelia-Elena Rotaru, Pier-Luc Tremblay, Tian Zhang, Kelly P Nevin, Derek R Lovley, Karsten Zengler

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A systematic assessment of sentiment analysis models on iraqi dialect-based texts by Hafedh Hameed Hussein, Amir Lakizadeh

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Approximate planning in spatial search. by Marta Kryven, Suhyoun Yu, Max Kleiman-Weiner, Tomer Ullman, Joshua Tenenbaum

“…We used this task in two behavioral experiments to evaluate and contrast multiple distinct computational models of planning, including optimal expected utility planning, several one-step heuristics inspired by studies of information search, and a family of planners that deviate from optimal planning, in which action values are estimated by the interactions between perception and cognition. …”
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Understanding pitch perception as a hierarchical process with top-down modulation. by Emili Balaguer-Ballester, Nicholas R Clark, Martin Coath, Katrin Krumbholz, Susan L Denham

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Correlations and functional connections in a population of grid cells. by Benjamin Dunn, Maria Mørreaunet, Yasser Roudi

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Applicability of synthetic aperture radar in remote sensing flood area calculation by Yanyu Liu

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Assessing digital transformation maturity in higher education institutions: a correlational analysis by actors and dimensions by Jessie Bravo-Jaico, Gisella Luisa Elena Maquen-Niño, Nilton Germán, Carlos Valdivia, Roger Alarcón, Janet Aquino, Oscar Serquén

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Generative adversarial network for adaptive piano accompaniment by Dan Zhou, Sun Nataliia

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An exact method for quantifying the reliability of end-of-epidemic declarations in real time. by Kris V Parag, Christl A Donnelly, Rahul Jha, Robin N Thompson

“…Our method is easy to compute, only requires knowledge of the incidence curve and the serial interval distribution, and evaluates the statistical lifetime of the outbreak of interest. …”
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BanglaLem: A Transformer-based Bangla Lemmatizer with an Enhanced Dataset by Md Fuadul Islam, Jakir Hasan, Md Ashikul Islam, Prato Dewan, M. Shahidur Rahman

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cytoNet: Spatiotemporal network analysis of cell communities. by Arun S Mahadevan, Byron L Long, Chenyue W Hu, David T Ryan, Nicolas E Grandel, George L Britton, Marisol Bustos, Maria A Gonzalez Porras, Katerina Stojkova, Andrew Ligeralde, Hyeonwi Son, John Shannonhouse, Jacob T Robinson, Aryeh Warmflash, Eric M Brey, Yu Shin Kim, Amina A Qutub

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Inverse design of photonic surfaces via multi fidelity ensemble framework and femtosecond laser processing by Luka Grbčić, Minok Park, Mahmoud Elzouka, Ravi Prasher, Juliane Müller, Costas P. Grigoropoulos, Sean D. Lubner, Vassilia Zorba, Wibe Albert de Jong

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Biomechanical comparison of fixation systems in posterior wall fracture of acetabular by finite element analysis by Jianyin Lei, Haibo Liu, Zhiqiang Li, Zhihua Wang, Ximing Liu, Longmao Zhao

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Influence Maximization in Social Networks Using Discrete Manta-Ray Foraging Optimization Algorithm and Combination of Centrality Criteria by Zaynab Azizpour, Saeid Taghavi Afshord, Bagher Zarei, Mohammad Ali Jabraeil Jamali, Shahin Akbarpour

“…Due to its NP-hard nature, finding an exact solution is computationally infeasible for large-scale networks. To address this, this paper introduces an enhanced discrete Manta-Ray Foraging Optimization (MRFO) algorithm tailored for IM. …”
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Dynamic modelling under uncertainty: the case of Trypanosoma brucei energy metabolism. by Fiona Achcar, Eduard J Kerkhoven, SilicoTryp Consortium, Barbara M Bakker, Michael P Barrett, Rainer Breitling

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Modern architectures convolutional neural networks in human activity recognition by H. Mahmoud

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