Joaquim R. Martins
Computational Mechanics · 2002–2022
A researcher in the Science corpus: 22 papers; trusts 126 researchers and is trusted by 34 researchers here, as inferred from the citation graph.
Subfields
- Computational Mechanics — 95 citations into it; #1,855 of 10,001 by trust here, #2,857 by citations
- Computational Theory and Mathematics — 80 citations into it; #1,462 of 12,182 by trust here, #1,319 by citations
- Artificial Intelligence — 76 citations into it; #19,591 of 35,345 by trust here, #28,481 by citations
- Statistical and Nonlinear Physics — 73 citations into it; #2,939 of 10,127 by trust here, #4,633 by citations
- Statistics and Probability — 66 citations into it; #2,375 of 12,932 by trust here, #2,023 by citations
- Civil and Structural Engineering — 55 citations into it; #1,495 of 6,160 by trust here, #2,398 by citations
- Computer Vision and Pattern Recognition — 40 citations into it
- Mechanics of Materials — 32 citations into it; #2,108 of 6,291 by trust here, #3,668 by citations
Whom Joaquim R. Martins trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Philip E. Gill
- Andrew B. Lambe
- Kurt Maute
- Dimitri P. Bertsekas
- Juan José Palacios Alonso
- Tyson R. Browning
- Gaetan K. W. Kenway
- Walter Murray
- Uwe Naumann
- Richard P. Dwight
Who trusts Joaquim R. Martins overall
- Gaetan K. W. Kenway
- John T. Hwang
- Zhoujie Lyu
- Andrew B. Lambe
- Charles A. Mader
- Nicholas M. K. Poon
- Justin S. Gray
- Juan José Palacios Alonso
- Ping He
- D. Papadimitriou
Papers from Joaquim R. Martins's perspective
Ordered by how strongly the researchers Joaquim R. Martins trusts endorse each paper. Same corpus, a different order for every researcher.
- ImageNet classification with deep convolutional neural networks
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Long Short-Term Memory
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Gradient-based learning applied to document recognition
- Attention is All you Need (Neural Information Processing Systems)
- Learning Multiple Layers of Features from Tiny Images
- ImageNet: A large-scale hierarchical image database
- Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift (International Conference on Machine Learning)
- ImageNet Large Scale Visual Recognition Challenge
Their papers
- An adaptive approach to constraint aggregation using adjoint sensitivity analysis (2007) — 225 citations
- The complex-step derivative approximation (2003) — 800 citations
- A Coupled-Adjoint Sensitivity Analysis Method for High-Fidelity Aero-Structural Design (2005) — 265 citations
- Stress-based topology optimization using an isoparametric level set method (2012) — 52 citations
- pyOpt: a Python-based object-oriented framework for nonlinear constrained optimization (2011) — 482 citations
- An evaluation of constraint aggregation strategies for wing box mass minimization (2017) — 80 citations
- Review and Unification of Methods for Computing Derivatives of Multidisciplinary Computational Models (2013) — 314 citations
- OpenMDAO: an open-source framework for multidisciplinary design, analysis, and optimization (2019) — 610 citations
- Multidisciplinary design optimization: A survey of architectures (2013) — 1,021 citations
- Buffet-Onset Constraint Formulation for Aerodynamic Shape Optimization (2017) — 83 citations
- A Python surrogate modeling framework with derivatives (2019) — 325 citations
- Machine Learning in Aerodynamic Shape Optimization (2022) — 334 citations
- Effective adjoint approaches for computational fluid dynamics (2019) — 321 citations
- Expected drag minimization for aerodynamic design optimization based on aircraft operational data (2017) — 71 citations
- Multipoint Aerodynamic Shape Optimization Investigations of the Common Research Model Wing (2015) — 135 citations
- RANS-based aerodynamic shape optimization investigations of the common research modelwing (2014) — 63 citations
- Automatic Differentiation Adjoint of the Reynolds-Averaged Navier-Stokes Equations with a Turbulence Model (2013) — 135 citations
- Stress-constrained topology optimization with design-dependent loading (2012) — 132 citations
- Extensions to the design structure matrix for the description of multidisciplinary design, analysis, and optimization processes (2012) — 525 citations
- Structural topology optimization for multiple load cases using a dynamic aggregation technique (2009) — 49 citations