Mapping ontology vertices to a line using hypergraph framework by Linli Zhu, Gang Hua, Wei Gao

“…In recent years, various machine learning methods and computational models have been widely used in ontology optimization and computation. …”
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Agent-Based Modeling for Integrating Human Behavior into the Food–Energy–Water Nexus by Nicholas R. Magliocca

“…The nexus of food, energy, and water systems (FEWS) has become a salient research topic, as well as a pressing societal and policy challenge. Computational modeling is a key tool in addressing these challenges, and FEWS modeling as a subfield is now established. …”
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Functional Characterization of Four Known Cav2.1 Variants Associated with Neurodevelopmental Disorders by Mathilde Folacci, Sébastien Estaran, Claudine Ménard, Anaïs Bertaud, Matthieu Rousset, Julien Roussel, Jean-Baptiste Thibaud, Michel Vignes, Alain Chavanieu, Pierre Charnet, Thierry Cens

“…Structural analysis revealed the loss of interactions with S1, S2, and S3 helices upon R1359W and R1667W substitutions, but a lack of obvious structural changes with S1799L. Computational modeling suggests that biophysical changes induced by Cav2.1 pathogenic mutations might affect action potential frequency in Purkinje cells.…”
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An artificial intelligence method for predicting postoperative urinary incontinence based on multiple anatomic parameters of MRI by Jiakun Li, Xuemeng Fan, Tong Tang, Erman Wu, Dongyue Wang, Hui Zong, Xianghong Zhou, Yifan Li, Chichen Zhang, Yihang Zhang, Rongrong Wu, Cong Wu, Lu Yang, Bairong Shen

“…A series of clinical MRI anatomical measurements from these patients was used to discover continence features, and their impact on continence was primarily evaluated using a series of statistical methods and computational models. Results: Age and six other anatomical measurements were identified as the top seven features of continence by the proposed model UINet7 with an accuracy of 0.97, and the first four of these features were also found by primary statistical analysis. …”
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A 3D Agent-Based Model of Lung Fibrosis by Nicolò Cogno, Roman Bauer, Marco Durante

“…In this context, mathematical and computational models have the potential to shed light on key underlying pathological mechanisms, shorten the time needed for clinical trials, parallelize hypotheses testing, and improve personalized drug development. …”
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A pre-docking source for the power-law behavior of spontaneous quantal release: application to the analysis of LTP by Jacopo eLamanna, Jacopo eLamanna, Maria G Signorini, Sergio eCerutti, Antonio eMalgaroli, Antonio eMalgaroli

“…While in control conditions a fractal exponent greater than zero was rarely observed, its value was greatly increased by α-latrotoxin (α-LTX), a potent stimulator of spontaneous release, known to act at the very last step of vesicle fusion. Based on computer modeling, we confirmed that at an increase in fusion probability would unmask a pre-docking phenomenon with 1/f structure, where α estimated from the release series appears to sense the increase in release probability independently from the number of active sites. …”
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Finding New VEGFR2 Inhibitors Using Support Vector Machine Classification Model by Nooshin Arabi, Mohammad Reza Torabi, Afshin Fassihi, Fahimeh Ghasemi

“…Therefore, finding reliable computational models to identify inhibitors can be effective in reducing time and cost. …”
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A novel modular modeling approach for understanding different electromechanics between left and right heart in rat by Nari Kim, Nari Kim, Julius D. Pronto, Julius D. Pronto, David P. Nickerson, Andrew J. Taberner, Peter J. Hunter

“…While ion channels and transporters involved in excitation-contraction coupling have been linked and constructed as comprehensive computational models, validation of whether each individual component of a model can be reused has not been previously attempted. …”
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Numerical investigation of residual stresses in thin-walled additively manufactured structures from selective laser melting by Nissar Ahmed, Imad Barsoum, Rashid K. Abu Al-Rub

“…This work uses a thermo-mechanical computational modeling approach to investigate the formation of residual stresses in thin-walled structures and also investigates the effects of varying taper on the evolution of residual stress profiles of the build. …”
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Impacts of bedding directions of shale gas reservoirs on hydraulically induced crack propagation by Keming Sun, Shucui Zhang, Liwei Xin

“…On this basis, a 3D hydraulic fracturing computation model was established for shale gas reservoirs. …”
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New Insights into the Type II Toxins from the Sea Anemone <i>Heteractis crispa</i> by Rimma S. Kalina, Steve Peigneur, Elena A. Zelepuga, Pavel S. Dmitrenok, Aleksandra N. Kvetkina, Natalia Y. Kim, Elena V. Leychenko, Jan Tytgat, Emma P. Kozlovskaya, Margarita M. Monastyrnaya, Irina N. Gladkikh

“…The absence of Arg13 in the RTX-VI structure does not prevent toxin binding with the channel but it has changed its pharmacological profile and potency. According to computer modeling data, the &#948;-SHTX-Hcr1f binds within the extracellular region of the rNa_V1.2 voltage-sensing domain IV and pore-forming domain I through a network of strong interactions, and an additional fixation of the toxin at the channel binding site is carried out through the phospholipid environment. …”
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Striatal fast-spiking interneurons: from firing patterns to postsynaptic impact by Andreas eKlaus, Andreas eKlaus, Andreas eKlaus, Henrike ePlanert, Henrike ePlanert, J.J. Johannes eHjorth, J.J. Johannes eHjorth, Joshua D Berke, Gilad eSilberberg, Jeanette eHellgren Kotaleski, Jeanette eHellgren Kotaleski

“…In this study, we combined computational modeling with in vitro and in vivo electrophysiological measurements to investigate FS cells in terms of their discharge properties and their synaptic efficacies onto MS neurons. …”
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An Investigation of Natural Convection Heat Transfer in a Square Enclosure Filled with Nanofluid by Ayad M. Salman

“…There are agreement in results and found the maximum difference between results reach to 6.5% approximately at Ra=105 which validate the present computational model.…”
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An Investigation of Natural Convection Heat Transfer in a Square Enclosure Filled with Nanofluid by Ayad M. Salman

“…There are agreement in results and found the maximum difference between results reach to 6.5% approximately at Ra=105 which validate the present computational model.…”
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Mem3DG: Modeling membrane mechanochemical dynamics in 3D using discrete differential geometry by Cuncheng Zhu, Christopher T. Lee, Padmini Rangamani

“…Many studies use computational modeling to understand how various mechanochemical factors contribute to membrane shape transformations. …”
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CancerNet: a unified deep learning network for pan-cancer diagnostics by Steven Gore, Rajeev K. Azad

“…Conclusions Beyond detection of primary cancers, our proposed computational model also robustly detects tissues of origin of secondary cancers, including metastatic cancers, second primary cancers, and cancers of unknown primaries. …”
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Forecasting global spread of invasive pests and pathogens through international trade by Kellyn Montgomery, Chelsey Walden‐Schreiner, Ariel Saffer, Chris Jones, Benjamin J. Seliger, Thom Worm, Laura Tateosian, Makiko Shukunobe, Sunil Kumar, Ross K. Meentemeyer

“…While the study of non‐native pest spread has used computational models to provide insights into drivers and dynamics of biological invasions and inform management, efforts have focused on local or regional scales and are challenged by complex transmission networks arising from bridgehead population establishment. …”
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Federated Learning for Intrusion Detection in the Critical Infrastructures: Vertically Partitioned Data Use Case by Evgenia Novikova, Elena Doynikova, Sergey Golubev

“…Federated learning is a computational model for distributed machine learning that allows different collaborating entities to train one global model without sharing data. …”
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THE PROBLEM OF CRACK OPENING WIDTH AND STIFFNESS OF REINFORCED CONCRETE STRUCTURES, BUILDINGS AND CONSTRUCTIONS by Vladimir Kolchunov

“…The general principle from Loleith to the "opening - closing" of cracks, the stiffness of the mechanics of reinforced concrete is obtained in the form of the method of the computational model of resistance. …”
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Comprehensive Benefit Assessment of the Middle Route of South-to-North Water Diversion Project Based on Markowitz Theory by Yan Long, Jia Qu, Tianhao Zhao, Wei Gao, Yuxin Liu, Yilin Yang

“…Through the calculation of the Markovsky theoretical model, the results show that when 79.9% of the water conveyance is used to generate social benefits, 15.8% of the water conveyance is used to generate ecological benefits, and 4.5% of the water conveyance is used to generate economic benefits, the project achieves the maximum comprehensive benefits. This computational model method can be used to provide technical support and scientific reference for the optimal allocation of water resources in cross regional water transfer projects.…”
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