Samrendra K. Singh, Kelsie King, Cole Gannett, Christina Chuong, Soumil Y. Joshi, Charles Plate, Parisa Farzeen, Emily M. Webb, Lakshmi Kumar Kunche, James Weger-Lucarelli, Andrew N. Lowell, Anne M. Brown & Sanket A. Deshmukh. (2023) Data Driven Computational Design and Experimental Validation of Drugs for Accelerated Mitigation of Pandemic-like Scenarios. The Journal of Physical Chemistry Letters 14:42, pages 9490-9499.
Crossref
Xiao Shang, Zhiying Liu, Jiahui Zhang, Tianyi Lyu & Yu Zou. (2023) Tailoring the mechanical properties of 3D microstructures: A deep learning and genetic algorithm inverse optimization framework. Materials Today.
Crossref
Alexander Luce, Ali Mahdavi, Heribert Wankerl & Florian Marquardt. (2023) Investigation of inverse design of multilayer thin-films with conditional invertible neural networks. Machine Learning: Science and Technology 4:1, pages 015014.
Crossref
Robert M. Forrest & A. Lindsay Greer. (2023) Evolutionary design of machine-learning-predicted bulk metallic glasses. Digital Discovery 2:1, pages 202-218.
Crossref
Xiaowei Zang, Xiang Zhou, Haitao Bian, Weiping Jin, Xuhai Pan, Juncheng Jiang, M. Yu. Koroleva & Ruiqi Shen. (2022) Prediction and Construction of Energetic Materials Based on Machine Learning Methods. Molecules 28:1, pages 322.
Crossref
Lalit Kaushik, Ki-Seong Park, Jeong-Gyun Kim, Jae-Seong Lee, Youngung Jeong & Shi-Hoon Choi. (2022) Reconstructing orientation data from the images of IPF maps and ODF sections extracted from the literature: A data-collection method for machine learning. International Journal of Plasticity 159, pages 103467.
Crossref
Alexander Luce, Ali Mahdavi, Florian Marquardt & Heribert Wankerl. (2022) TMM-Fast, a transfer matrix computation package for multilayer thin-film optimization: tutorial. Journal of the Optical Society of America A 39:6, pages 1007.
Crossref
Rossen Mikhov, Vladimir Myasnichenko, Leoneed Kirilov, Nickolay Sdobnyakov, Pavel Matrenin, Denis Sokolov & Stefka Fidanova. 2022. Recent Advances in Computational Optimization. Recent Advances in Computational Optimization
235
250
.
Amin Balazadeh Koucheh, Muhammed Ali Kecebas & Kursat Sendur. (2021) Impedance mismatch-based enhancement of broadband reflectance of tungsten with bio-inspired multilayers. Journal of Quantitative Spectroscopy and Radiative Transfer 276, pages 107899.
Crossref
Heribert Wankerl, Maike L Stern, Ali Mahdavi, Christoph Eichler & Elmar W Lang. (2021) Parameterized reinforcement learning for optical system optimization. Journal of Physics D: Applied Physics 54:30, pages 305104.
Crossref
Chen Wang, Yuhao Qian & Seid Shaic. (2021) The Applications of Nature-Inspired Algorithms in Logistic Domains: A Comprehensive and Systematic Review. Arabian Journal for Science and Engineering 46:4, pages 3443-3464.
Crossref
Raiz Ali, Shakoor Muhammad & Ricardo H. C. Takahashi. (2021) Decision making viva genetic algorithm for the utilization of leftovers. International Journal of Intelligent Systems 36:4, pages 1746-1769.
Crossref
K. Rama Krishna Reddy, D. Prakash Babu, N. Suresh Kumar, G. Ranjith Kumar, K. Chandra Babu Naidu & Anish Khan. 2021. Metal-Organic Frameworks for Chemical Reactions. Metal-Organic Frameworks for Chemical Reactions
139
151
.
Josiah Roberts, Yang Song, Mark Crocker & Chad Risko. (2020) A Genetic Algorithmic Approach to Determine the Structure of Li–Al Layered Double Hydroxides. Journal of Chemical Information and Modeling 60:10, pages 4845-4855.
Crossref
Anqing Jiang, Yoshie Osamu & Liangyao Chen. (2020) Multilayer optical thin film design with deep Q learning. Scientific Reports 10:1.
Crossref
Mahdi Khosravy, Neeraj Gupta, Nilesh Patel, Om Prakash Mahela & Gazal Varshney. 2020. Frontier Applications of Nature Inspired Computation. Frontier Applications of Nature Inspired Computation
180
195
.
Neeraj Gupta, Mahdi Khosravy, Nilesh Patel, Om Prakash Mahela & Gazal Varshney. 2020. Frontier Applications of Nature Inspired Computation. Frontier Applications of Nature Inspired Computation
53
77
.
Ramai Ranjan Panigrahi, Ramanuj Kumar, Amlana Panda & Ashok Kumar Sahoo. (2019) Optimization and Modeling Approaches in Machining of High Temperature Super Alloy Steels: An Overview. IOP Conference Series: Materials Science and Engineering 653:1, pages 012042.
Crossref
M. Sivaram, S. Anbu Karuppusamy, V. Porkodi & V. Manikandan. (2019) Selection of Material using IWDNN Algorithm for Multiphase Material Component Design. Selection of Material using IWDNN Algorithm for Multiphase Material Component Design.
Chidozie Chukwuemeka Nwobi-Okoye, Basil Quent Ochieze & Stanley Okiy. (2019) Multi-objective optimization and modeling of age hardening process using ANN, ANFIS and genetic algorithm: Results from aluminum alloy A356/cow horn particulate composite. Journal of Materials Research and Technology 8:3, pages 3054-3075.
Crossref
Vladimir Myasnichenko, Leoneed Kirilov, Rossen Mikhov, Stefka Fidanova & Nikolay Sdobnyakov. 2019. Advanced Computing in Industrial Mathematics. Advanced Computing in Industrial Mathematics
277
289
.
Qian Zhang & Xiaoxiao Liu. 2019. Optimization in Industry. Optimization in Industry
299
329
.
C.H. Silva-Santos, P.R. Goulart, F. Bertelli, A. Garcia & N. Cheung. (2018) An artificial immune system algorithm applied to the solution of an inverse problem in unsteady inward solidification. Advances in Engineering Software 121, pages 178-187.
Crossref
Y. Tamerabet, F. Adjadj & T. Bentrcia. (2018) Evaluation of the genetic algorithm performance for the optimization of the grand potential in the cluster variation method. Calphad 61, pages 157-164.
Crossref
N. Rajesh, M. Yohan, P. Venkataramaiah & M. Vani pallavi. (2017) Optimization of Cutting Parameters for Minimization of Cutting Temperature and Surface Roughness in Turning of Al6061 Alloy. Materials Today: Proceedings 4:8, pages 8624-8632.
Crossref
Bojan Podgornik, Igor Belič, Vojteh Leskovšek & Matjaz Godec. (2016) Tool Steel Heat Treatment Optimization Using Neural Network Modeling. Metallurgical and Materials Transactions A 47:11, pages 5650-5659.
Crossref
Ralf Rettig, Kamil Matuszewski, Alexander Müller, Harald E. Helmer, Nils C. Ritter & Robert F. Singer. 2016. Superalloys 2016. Superalloys 2016
35
44
.
Tu C. Le & David A. Winkler. (2016) Discovery and Optimization of Materials Using Evolutionary Approaches. Chemical Reviews 116:10, pages 6107-6132.
Crossref
Eva Zurek. 2016. Reviews in Computational Chemistry. Reviews in Computational Chemistry
274
326
.
Maarten de Jong, Liang Qi, David L. Olmsted, Axel van de Walle & Mark Asta. (2016) Calculations of planar defect energies in substitutional alloys using the special-quasirandom-structure approach. Physical Review B 93:9.
Crossref
Faye Y. Wu & H. Harry Asada. (2016) Implicit and Intuitive Grasp Posture Control for Wearable Robotic Fingers: A Data-Driven Method Using Partial Least Squares. IEEE Transactions on Robotics 32:1, pages 176-186.
Crossref
Guangya Jin, Zhijian Liu, Hongfa Sun & Zhiyong Tian. (2015) Pyrolytic synthesis and luminescence of porous lanthanide Eu‐MOF. Luminescence 31:1, pages 190-194.
Crossref
Alexandr Zaloga, Shakhnaz Akhmedova, Igor Yakimov, Sergey Burakov, Eugene Semenkin, Petr Dubinin, Oksana Piksina & Eugene Andryushchenko. 2016. Informatics in Control, Automation and Robotics 12th International Conference, ICINCO 2015 Colmar, France, July 21-23, 2015 Revised Selected Papers. Informatics in Control, Automation and Robotics 12th International Conference, ICINCO 2015 Colmar, France, July 21-23, 2015 Revised Selected Papers
79
93
.
Ngoc-Trung Nguyen, Krishnaswamy Hariharan, Nirupam Chakraborti, Frédéric Barlat & Myoung-Gyu Lee. (2015) Springback Reduction in Tailor Welded Blank with High Strength Differential by Using Multi-Objective Evolutionary and Genetic Algorithms. steel research international 86:11, pages 1391-1402.
Crossref
Aleksandr Zaloga, Sergey Burakov, Eugene Semenkin & Igor Yakimov. (2015) Research on convergence of multipopulation binary- and real-coded genetic algorithms for solution of crystal structure from X-Ray powder diffraction data. Crystal Research and Technology 50:9-10, pages 724-728.
Crossref
Ralf Rettig, Nils C Ritter, Harald E Helmer, Steffen Neumeier & Robert F Singer. (2015) Single-crystal nickel-based superalloys developed by numerical multi-criteria optimization techniques: design based on thermodynamic calculations and experimental validation. Modelling and Simulation in Materials Science and Engineering 23:3, pages 035004.
Crossref
Eduardo G. Carrano, Dayanne Gouveia Coelho, António Gaspar-Cunha, Elizabeth F. Wanner & Ricardo H.C. Takahashi. (2015) Feedback-control operators for improved Pareto-set description: Application to a polymer extrusion process. Engineering Applications of Artificial Intelligence 38, pages 147-167.
Crossref
Kuldip Singh Sangwan, Sachin Saxena & Girish Kant. (2015) Optimization of Machining Parameters to Minimize Surface Roughness using Integrated ANN-GA Approach. Procedia CIRP 29, pages 305-310.
Crossref
Krishnaswamy Hariharan, Ngoc-Trung Nguyen, Nirupam Chakraborti, Myoung-Gyu Lee & Frédéric Barlat. (2014) Multi-Objective Genetic Algorithm to Optimize Variable Drawbead Geometry for Tailor Welded Blanks Made of Dissimilar Steels. steel research international 85:12, pages 1597-1607.
Crossref
Avni Jain, Jonathan A. Bollinger & Thomas M. Truskett. (2014) Inverse methods for material design. AIChE Journal 60:8, pages 2732-2740.
Crossref
Krishnaswamy Hariharan, Nirupam Chakraborti, Frédéric Barlat & Myoung-Gyu Lee. (2014) A Novel Multi-objective Genetic Algorithms-Based Calculation of Hill’s Coefficients. Metallurgical and Materials Transactions A 45:6, pages 2704-2707.
Crossref
Karupanan Balamurugan, Jiju V Elies, Paul Sathiya & Abdullah Naveen Sait. (2014) Optimization of Friction Welding Parameters of AISI 904L Super Austenitic Stainless Steel by Evolutionary Computational Techniques. Materials Testing 56:3, pages 245-250.
Crossref