Akshansh Mishra

27 papers Journal 26Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Explainable Computer Vision Framework for Automated Pore Detection and Criticality Assessment in Additive Manufacturing. CoRR Akshansh Mishra, Rakesh Morisetty
2026	J	`jnl`	Geometric and Topological Deep Learning for Predicting Thermo-mechanical Performance in Cold Spray Deposition Process Modeling. CoRR Akshansh Mishra
2025	J	`jnl`	Advanced Displacement Magnitude Prediction in Multi-Material Architected Lattice Structure Beams Using Physics Informed Neural Network Architecture. CoRR Akshansh Mishra
2025	J	`jnl`	Atomistic Simulation Guided Convolutional Neural Networks for Thermal Modeling of Friction Stir Welding. CoRR Akshansh Mishra
2025	J	`jnl`	Evolutionary computing-based image segmentation method to detect defects and features in Additive Friction Stir Deposition Process. CoRR Akshansh Mishra, Eyob Messele Sefene, Shivraman Thapliyal
2025	J	`jnl`	Hybrid deep learning model to predict the ultimate tensile strength of friction stir welded joints. Eng. Appl. Artif. Intell. Akshansh Mishra, Abdelkader Miloudi, Eyob Messele Sefene, Chaaben Arroussi, Ismail Chekalil, Bassam Gamal Nasser Muthanna
2024	J	`jnl`	Biomimetic Machine Learning approach for prediction of mechanical properties of Additive Friction Stir Deposited Aluminum alloys based walled structures. CoRR Akshansh Mishra
2024	J	`jnl`	LatticeML: A data-driven application for predicting the effective Young Modulus of high temperature graph based architected materials. CoRR Akshansh Mishra
2024	J	`jnl`	Machine Learning-Driven Optimization of TPMS Architected Materials Using Simulated Annealing. CoRR Akshansh Mishra
2023	J	`jnl`	Employing Explainable Artificial Intelligence (XAI) Methodologies to Analyze the Correlation between Input Variables and Tensile Strength in Additively Manufactured Samples. CoRR Akshansh Mishra, Vijaykumar S. Jatti
2023	J	`jnl`	Machine Learning-Assisted Pattern Recognition Algorithms for Estimating Ultimate Tensile Strength in Fused Deposition Modeled Polylactic Acid Specimens. CoRR Akshansh Mishra, Vijaykumar S. Jatti
2023	J	`jnl`	Neurosymbolic Artificial Intelligence (NSAI) based Algorithm for predicting the Impact Strength of Additive Manufactured Polylactic Acid (PLA) Specimens. CoRR Akshansh Mishra, Vijaykumar S. Jatti
2023	J	`jnl`	Performance Prediction of Data-Driven Knowledge summarization of High Entropy Alloys (HEAs) literature implementing Natural Language Processing algorithms. CoRR Akshansh Mishra, Vijaykumar S. Jatti, Vaishnavi More, Anish Dasgupta, Devarrishi Dixit, Eyob Messele Sefene
2023	—	`conf`	Prediction of Ultimate Tensile Strength of Additive Manufactured Specimens using Neurosymbolic based Machine Learning Algorithm. ICIMMI Dhruv Abhijeet Sawant, Vijaykumar S. Jatti, Akshansh Mishra, Eyob Messele Sefene
2023	J	`jnl`	Quantum Machine Learning Approach for the Prediction of Surface Roughness in Additive Manufactured Specimens. CoRR Akshansh Mishra, Vijaykumar S. Jatti
2023	J	`jnl`	Supervised Machine Learning and Physics based Machine Learning approach for prediction of peak temperature distribution in Additive Friction Stir Deposition of Aluminium Alloy. CoRR Akshansh Mishra
2023	J	`jnl`	Transport Equation based Physics Informed Neural Network to predict the Yield Strength of Architected Materials. CoRR Akshansh Mishra
2022	J	`jnl`	Computer Vision Algorithm for Predicting the Welding Efficiency of Friction Stir Welded Copper Joints from its Microstructures. CoRR Akshansh Mishra, Asmita Suman, Devarrishi Dixit
2022	J	`jnl`	Forecasting the production of Distillate Fuel Oil Refinery and Propane Blender net production by using Time Series Algorithms. CoRR Akshansh Mishra, Rakesh Morisetty, Rajat Sarawagi
2022	J	`jnl`	Information Retrieval in Friction Stir Welding of Aluminum Alloys by using Natural Language Processing based Algorithms. CoRR Akshansh Mishra
2022	J	`jnl`	Machine Learning Algorithms for Prediction of Penetration Depth and Geometrical Analysis of Weld in Friction Stir Spot Welding Process. CoRR Akshansh Mishra, Raheem Al-Sabur, Ahmad K. Jassim
2022	J	`jnl`	Performance Evaluation of Machine Learning-based Algorithm and Taguchi Algorithm for the Determination of the Hardness Value of the Friction Stir Welded AA 6262 Joints at a Nugget Zone. CoRR Akshansh Mishra, Eyob Messele Sefene, Gopikrishna Nidigonda, Assefa Asmare Tsegaw
2022	J	`jnl`	Self-Organizing Map Neural Network Algorithm for the Determination of Fracture Location in Solid-State Process joined Dissimilar Alloys. CoRR Akshansh Mishra, Anish Dasgupta
2021	J	`jnl`	Brain Inspired Computing Approach for the Optimization of the Thin Film Thickness of Polystyrene on the Glass Substrates. CoRR Akshansh Mishra, Devarrishi Dixit
2021	J	`jnl`	Contrast Limited Adaptive Histogram Equalization (CLAHE) Approach for Enhancement of the Microstructures of Friction Stir Welded Joints. CoRR Akshansh Mishra
2021	J	`jnl`	Deep Convolutional Generative Modeling for Artificial Microstructure Development of Aluminum-Silicon Alloy. CoRR Akshansh Mishra, Tarushi Pathak
2021	J	`jnl`	Process parameter optimization of Friction Stir Welding on 6061AA using Supervised Machine Learning Regression-based Algorithms. CoRR Akshansh Mishra, Eyob Messele Sefene, Assefa Asmare Tsegaw