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A versatile implicit computational framework for continuum-kinematics-inspired peridynamics.
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- Computational Mechanics, 2024, v. 73, n. 6, p. 1371, doi. 10.1007/s00466-023-02415-7
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Transmittance‐based Extinction and Viewpoint Optimization.
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- Computer Graphics Forum, 2024, v. 43, n. 3, p. 1, doi. 10.1111/cgf.15096
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Acquiring elastic properties of thin composite structure from vibrational testing data.
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- Journal of Inverse & Ill-Posed Problems, 2024, v. 32, n. 3, p. 467, doi. 10.1515/jiip-2022-0081
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One-point quadrature of higher-order finite and virtual elements in nonlinear analysis.
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- Computational Mechanics, 2024, v. 73, n. 5, p. 1187, doi. 10.1007/s00466-023-02406-8
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A multinomial generalized linear mixed model for clustered competing risks data.
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- Computational Statistics, 2024, v. 39, n. 3, p. 1417, doi. 10.1007/s00180-023-01353-5
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- Article
Inverse Design of Photonic Systems.
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- Laser & Photonics Reviews, 2024, v. 18, n. 5, p. 1, doi. 10.1002/lpor.202300500
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Inverse Design of Photonic Systems (Laser Photonics Rev. 18(5)/2024).
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- Laser & Photonics Reviews, 2024, v. 18, n. 5, p. 1, doi. 10.1002/lpor.202470031
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- Article
Method for solving state‐path constrained optimal control problems using adaptive Radau collocation.
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- Optimal Control - Applications & Methods, 2024, v. 45, n. 3, p. 1199, doi. 10.1002/oca.3097
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A graph-based methodology for constructing computational models that automates adjoint-based sensitivity analysis.
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- Structural & Multidisciplinary Optimization, 2024, v. 67, n. 5, p. 1, doi. 10.1007/s00158-024-03792-0
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- Article
Exploring Physics-Informed Neural Networks for the Generalized Nonlinear Sine-Gordon Equation.
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- Applied Computational Intelligence & Soft Computing, 2024, v. 2024, p. 1, doi. 10.1155/2024/3328977
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- Article
Uncertainty-biased molecular dynamics for learning uniformly accurate interatomic potentials.
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- NPJ Computational Materials, 2024, v. 10, n. 1, p. 1, doi. 10.1038/s41524-024-01254-1
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Efficient excitation-transfer across fully connected networks via local-energy optimization.
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- EPJ Quantum Technology, 2024, v. 11, p. 1, doi. 10.1140/epjqt/s40507-024-00238-w
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Automatic Differentiation-Based Multi-Start for Gradient-Based Optimization Methods.
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- Mathematics (2227-7390), 2024, v. 12, n. 8, p. 1201, doi. 10.3390/math12081201
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Determination of the Thermal Conductivity and Volumetric Heat Capacity of Substance from Heat Flux.
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- Computational Mathematics & Mathematical Physics, 2024, v. 64, n. 4, p. 833, doi. 10.1134/S0965542524700039
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Deep learning algorithms for solving high-dimensional nonlinear backward stochastic differential equations.
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- Discrete & Continuous Dynamical Systems - Series B, 2024, v. 29, n. 4, p. 1, doi. 10.3934/dcdsb.2023151
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A deep learning method for computing mean exit time excited by weak Gaussian noise.
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- Nonlinear Dynamics, 2024, v. 112, n. 7, p. 5541, doi. 10.1007/s11071-024-09280-w
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End-to-End Differentiable Physics Temperature Estimation for Permanent Magnet Synchronous Motor.
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- World Electric Vehicle Journal, 2024, v. 15, n. 4, p. 174, doi. 10.3390/wevj15040174
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Bayesian inference of relative fitness on high-throughput pooled competition assays.
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- PLoS Computational Biology, 2024, v. 20, n. 3, p. 1, doi. 10.1371/journal.pcbi.1011937
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Flexible Differentiable Optimization via Model Transformations.
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- INFORMS Journal on Computing, 2024, v. 36, n. 2, p. 456, doi. 10.1287/ijoc.2022.0283
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Dual Quaternion Matrix Equation AXB = C with Applications.
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- Symmetry (20738994), 2024, v. 16, n. 3, p. 287, doi. 10.3390/sym16030287
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Bathymetry Inversion Using a Deep‐Learning‐Based Surrogate for Shallow Water Equations Solvers.
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- Water Resources Research, 2024, v. 60, n. 3, p. 1, doi. 10.1029/2023WR035890
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A nonlocal energy-informed neural network based on peridynamics for elastic solids with discontinuities.
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- Computational Mechanics, 2024, v. 73, n. 2, p. 233, doi. 10.1007/s00466-023-02365-0
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- Article
Empirical bias-reducing adjustments to estimating functions.
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- Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2024, v. 86, n. 1, p. 62, doi. 10.1093/jrsssb/qkad083
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Speeding up large-wind-farm layout optimization using gradients, parallelization, and a heuristic algorithm for the initial layout.
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- Wind Energy Science, 2024, v. 9, n. 2, p. 321, doi. 10.5194/wes-9-321-2024
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CO 2 Storage Monitoring via Time-Lapse Full Waveform Inversion with Automatic Differentiation.
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- Nanomaterials (2079-4991), 2024, v. 14, n. 2, p. 138, doi. 10.3390/nano14020138
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A multi-point synergistic gradient evolution method for topology optimization leveraging neural network with applications in converged and diverse designs.
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- Computational Mechanics, 2024, v. 73, n. 1, p. 105, doi. 10.1007/s00466-023-02358-z
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Analyzing inexact hypergradients for bilevel learning.
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- IMA Journal of Applied Mathematics, 2024, v. 89, n. 1, p. 254, doi. 10.1093/imamat/hxad035
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A fast method for fitting integrated species distribution models.
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- Methods in Ecology & Evolution, 2024, v. 15, n. 1, p. 191, doi. 10.1111/2041-210X.14252
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A computational toolbox for the assembly yield of complex and heterogeneous structures.
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- Nature Communications, 2023, v. 14, n. 1, p. 1, doi. 10.1038/s41467-023-43168-4
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Modelling GNSS-observed seasonal velocity changes of the Ross Ice Shelf, Antarctica, using the Ice-sheet and Sea-level System Model (ISSM).
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- Cryosphere Discussions, 2023, p. 1, doi. 10.5194/egusphere-2023-2793P
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Leaping through Tree Space: Continuous Phylogenetic Inference for Rooted and Unrooted Trees.
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- Genome Biology & Evolution, 2023, v. 15, n. 12, p. 1, doi. 10.1093/gbe/evad213
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JAXVacua — a framework for sampling string vacua.
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- Journal of High Energy Physics, 2023, v. 2023, n. 12, p. 1, doi. 10.1007/JHEP12(2023)146
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A numerical algorithm for constrained optimal control problems.
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- Journal of Industrial & Management Optimization, 2023, v. 19, n. 12, p. 1, doi. 10.3934/jimo.2023053
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Efficient Automatic Subdifferentiation for Programs with Linear Branches.
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- Mathematics (2227-7390), 2023, v. 11, n. 23, p. 4858, doi. 10.3390/math11234858
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- Article
Near-Surface Seismic Arrival Time Picking with Transfer and Semi-Supervised Learning.
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- Surveys in Geophysics, 2023, v. 44, n. 6, p. 1837, doi. 10.1007/s10712-023-09783-y
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Deep learning model for automatic differentiation of EMAP from AMD in macular atrophy.
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- Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-47854-7
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Universal differential equations for glacier ice flow modelling.
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- Geoscientific Model Development, 2023, v. 16, n. 22, p. 6671, doi. 10.5194/gmd-16-6671-2023
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When ancient numerical demons meet physics-informed machine learning: adjoint-based gradients for implicit differentiable modeling.
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- Hydrology & Earth System Sciences Discussions, 2023, p. 1, doi. 10.5194/hess-2023-258
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Quick estimation of parameters for the land surface data assimilation system and its influence based on the extended Kalman filter and automatic differentiation.
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- SCIENCE CHINA Earth Sciences, 2023, v. 66, n. 11, p. 2546, doi. 10.1007/s11430-022-1180-8
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SedTrace 1.0: a Julia-based framework for generating and running reactive-transport models of marine sediment diagenesis specializing in trace elements and isotopes.
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- Geoscientific Model Development, 2023, v. 16, n. 20, p. 5865, doi. 10.5194/gmd-16-5865-2023
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Applications of finite difference‐based physics‐informed neural networks to steady incompressible isothermal and thermal flows.
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- International Journal for Numerical Methods in Fluids, 2023, v. 95, n. 10, p. 1565, doi. 10.1002/fld.5217
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VERIFYING AN EFFECT-HANDLER-BASED DEFINE-BY-RUN REVERSE-MODE AD LIBRARY.
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- Logical Methods in Computer Science (LMCS), 2023, v. 19, n. 4, p. 1, doi. 10.46298/LMCS-19(4:5)2023
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Multi-output physics-informed neural network for one- and two-dimensional nonlinear time distributed-order models.
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- Networks & Heterogeneous Media, 2023, v. 18, n. 4, p. 1, doi. 10.3934/nhm.2023080
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- Article
A nonlocal energy‐informed neural network for isotropic elastic solids with cracks under thermomechanical loads.
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- International Journal for Numerical Methods in Engineering, 2023, v. 124, n. 18, p. 3935, doi. 10.1002/nme.7296
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Capturing dynamical correlations using implicit neural representations.
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- Nature Communications, 2023, v. 14, n. 1, p. 1, doi. 10.1038/s41467-023-41378-4
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An inverse mapping approach for process systems engineering using automatic differentiation and the implicit function theorem.
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- AIChE Journal, 2023, v. 69, n. 9, p. 1, doi. 10.1002/aic.18119
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Automatic Detection and Classification of Epileptic Seizures from EEG Data: Finding Optimal Acquisition Settings and Testing Interpretable Machine Learning Approach.
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- Biomedicines, 2023, v. 11, n. 9, p. 2370, doi. 10.3390/biomedicines11092370
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Physics-Based Differentiable Rendering for Efficient and Plausible Fluid Modeling from Monocular Video.
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- Entropy, 2023, v. 25, n. 9, p. 1348, doi. 10.3390/e25091348
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Consistent and fast inference in compartmental models of epidemics using Poisson Approximate Likelihoods.
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- Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2023, v. 85, n. 4, p. 1173, doi. 10.1093/jrsssb/qkad065
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On Simultaneous Determination of Thermal Conductivity and Volume Heat Capacity of Substance.
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- Computational Mathematics & Mathematical Physics, 2023, v. 63, n. 8, p. 1408, doi. 10.1134/S0965542523080079
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- Article