I try to make sure all my publications are freely accessible. If you cannot access one, shoot me a message! (malik[dot]hassanaly[at]gmail[dot]com)
Rybchuk, Alex and Hassanaly, Malik and Hamilton, Nicholas and Doubrawa, Paula and Fulton, Mitchell J. and Martinez-Tossas, Luis A. "Ensemble flow reconstruction in the atmospheric boundary layer from spatially limited measurements through latent diffusion models." Physics of Fluids, Vol. 35, pp. 126604, 2023.
Wimer, Nicholas T. and Esclapez, Lucas and Brunhart-Lupo, Nicholas and Henry de Frahan, Marc and Rahimi, Mohammad, and Hassanaly, Malik and Rood, Jon and Yellapantula, Shashank and Perry, Bruce and Martin, Michael and Doronina, Olga and Appukuttan, Sreejith N. and Rieth, Martin and Day, Marc (2023). " Visualizations of a methane/diesel RCCI engine using PeleC and PeleLMeX." Physical Review Fluids, Vol. 8, 110511
Hassanaly, Malik and Perry, Bruce A. and Mueller, Michael E. and Yellapantula, Shashank (2023). " Uniform-in-Phase-Space Data Selection with Iterative Normalizing Flows." Data-Centric Engineering, Vol.4, e11
De, Subhayan and Reynolds, Matthew and Hassanaly, Malik and King, Ryan N. and Doostan, Alireza (2023)" Bi-fidelity Modeling of Uncertain and Partially Unknown Systems using DeepONets." Computational Mechanics Vol. 71, pp. 1251-1267
Akram, Maryam and Hassanaly, Malik and Raman, Venkat. (2022). " An approximate inertial manifold (AIM) based closure for turbulent flows." AIP Advances. 12(7), 075118.
Hassanaly, Malik and Glaws, Andrew and Stengel, Karen and King, Ryan N. (2022). " Adversarial sampling of unknown and high-dimensional conditional distributions." Journal of Computational Physics. 450, 110853.
Hassanaly, Malik and Raman, Venkat (2021). " Classification and computation of extreme events in turbulent combustion." Progress in Energy and Combustion Science. 87, 100955.
Hassanaly, Malik and Sitaraman, Hari and Schulte, Kevin L. and Ptak, Aaron J. and Simon, John and Udwary, Kevin and Leach, Jacob H. and Splawn, Heather (2021). " Surface chemistry models for GaAs epitaxial growth and hydride cracking using reacting flow simulations." Journal of Applied Physics. 130(11), 115702.
Barwey, Shivam and Prakash, Supraj and Hassanaly, Malik and Raman, Venkat (2021). " Data-driven classification and modeling of combustion regimes in detonation waves." Flow, Turbulence and Combustion. 106(4), 1065-1089.
Hassanaly, Malik and Tang, Yihao and Barwey, Shivam and Raman, Venkat (2021). " Data-driven analysis of relight variability of jet fuels induced by turbulence." Combustion and Flame. 225, 453-467.
Tang, Yihao and Hassanaly, Malik and Raman, Venkat and Sforzo, Brandon A. and Seitzman, Jerry (2021). " Probabilistic modeling of forced ignition of alternative jet fuels." Proceedings of the Combustion Institute. 38(2), 2589-2596.
Akram, Maryam and Hassanaly, Malik and Raman, Venkat (2020). " A priori analysis of reduced description of dynamical systems using approximate inertial manifolds." Journal of Computational Physics. 409, 109344.
Barwey, Shivam and Ganesh, Harish and Hassanaly, Malik and Raman, Venkat and Ceccio, Steven (2020). " Data-based analysis of multimodal partial cavity shedding dynamics." Experiments in Fluids. 61(4), 1-21.
Hassanaly, Malik and Raman, Venkat (2019). " Lyapunov spectrum of forced homogeneous isotropic turbulent flows." Physical Review Fluids. 4(11), 114608.
Hassanaly, Malik and Raman, Venkat (2019). " A self-similarity principle for the computation of rare event probability." Journal of Physics A: Mathematical and Theoretical. 52(49), 495701.
Barwey, Shivam and Hassanaly, Malik and An, Qiang and Raman, Venkat and Steinberg, Adam (2019). " Experimental data-based reduced-order model for analysis and prediction of flame transition in gas turbine combustors." Combustion Theory and Modelling. 23(6), 994-1020.
Barwey, Shivam and Hassanaly, Malik and Raman, Venkat and Steinberg, Adam (2019). " Using Machine Learning to Construct Velocity Fields from OH-PLIF Images." Combustion Science and Technology. 194(1), 2019.
Tang, Yihao and Hassanaly, Malik and Raman, Venkat and Sforzo, Brandon and Seitzman, Jerry (2019). " A comprehensive modeling procedure for estimating statistical properties of forced ignition." Combustion and Flame. 206, 158-176.
Hassanaly, Malik and Raman, Venkat (2019). " Numerical convergence of the Lyapunov spectrum computed using low Mach number solvers." Journal of Computational Physics. 386, 467-485.
Raman, Venkat and Hassanaly, Malik (2019). " Emerging trends in numerical simulations of combustion systems." Proceedings of the Combustion Institute. 37(2), 2073-2089.
Hassanaly, Malik and Raman, Venkat (2019). " Ensemble-LES analysis of perturbation response of turbulent partially-premixed flames." Proceedings of the Combustion Institute. 37(2), 2249-2257.
Chong, Shao Teng and Hassanaly, Malik and Koo, Heeseok and Mueller, Michael E. and Raman, Venkat and Geigle, Klaus-Peter (2018). " Large eddy simulation of pressure and dilution-jet effects on soot formation in a model aircraft swirl combustor." Combustion and Flame. 192, 452-472.
Hassanaly, Malik and Koo, Heeseok and Lietz, Christopher F. and Chong, Shao Teng and Raman, Venkat (2018). " A minimally-dissipative low-Mach number solver for complex reacting flows in OpenFOAM." Computer and Fluids. 162, 11-25.
Koo, Heeseok and Hassanaly, Malik and Raman, Venkat and Mueller, Michael E. and Geigle, Klaus-Peter (2017). " Large-eddy simulation of soot formation in a model gas turbine combustor." Journal of Engineering for Gas Turbines and Power. 139(3)
Pash, Graham T. and Hassanaly, Malik and Yellapantula, Shashank. "A Priori Uncertainty Quantification of Reacting Turbulence Closure Models using Bayesian Neural Networks." Under Review, 2024.
Hassanaly, Malik and Weddle, Peter J. and King, Ryan N. and De, Subhayan and Doostan, Alireza and Randall, Corey R. and Dufek, Eric J. and Colclasure, Andrew M. and Smith, Kandler. "PINN surrogate of Li-ion battery models for parameter inference. Part II: Regularization and application of the pseudo-2D." Under Review, 2024.
Hassanaly, Malik and Weddle, Peter J. and King, Ryan N. and De, Subhayan and Doostan, Alireza and Randall, Corey R. and Dufek, Eric J. and Colclasure, Andrew M. and Smith, Kandler. "PINN surrogate of Li-ion battery models for parameter inference. Part I: Implementation and multi-fidelity hierarchies for the single-particle model." Under Review, 2024.
Prasad, Romesh and Hassanaly, Malik and Zhang, Xiangyu and Sahu, Abhijeet (2024). "Discovery of False Data Injection Schemes on Frequency Controllers with Reinforcement Learning." Proceedings of the 2024 IEEE Power and Energy Society General Meeting (PES).
Henry de Frahan, Marc T. and Escalpez, Lucas and Rood, Jon and Wimer, Nicholas T. and Mullowney Paul and Perry, Bruce A. and Owen, Landon and Sitaraman, Hariswaran and Yellapantula, Shashank and Hassanaly, Malik and Rahimi, Mohammad J. and Martin, Michael J. and Doronina, Olga A. and Nadakkal Appukuttan, Sreejith and Reith, Martin and Ge, Wenjun and Sankaran, Ramanan and Almgren, Ann S. and Zhang, Weiqun and Bell, John B. and Grout, Ray and Day, Marc S. and Chen, Jacqueline H. (2024). "The Pele Simulation Suite for Reacting Flows at Exascale." Proceedings of the 2024 SIAM Conference on Parallel Processing for Scientific Computing (PP).
Rybchuk, Alex and Martínez-Tossas, Luis A. and Hamilton, Nicholas and Droubrawa, Paula and Vijayakumar, Ganesh and Hassanaly, Malik and Kuhn, Michael B. and Zalkind, Daniel S. (2023). "A baseline for ensemble-based, time-resolved inflow reconstruction for a single turbine using large-eddy simulations and latent diffusion models." Wake Conference.
Wimer, Nicholas T. and Escalpez, Lucas and Henry de Frahan, Marc and Rahimi, Mohammad and Hassanaly, Malik and Perry, Bruce and Rood, Jon and Yellapantula, Shashank and Sitaraman, Hariswaran and Martin, Michael and Doronina, Olga and Nadakkal Appukuttan, Sreejith and Reith, Martin and Day, Marc. (2023). "Examination of a Methane/Diesel RCCI Engine using Pele." 13th U.S. National Combustion Meeting.
Chen, Jackie and Day, Marc and Sankaran, Ramanan and Klippenstein, Stephen and Arienti, Marco and Henry de Frahan, Marc and Desai, Swapnil and Esclapez, Lucas and Hassanaly, Malik and Ge, Wenjun and Green, Bill and Grout, Ray and Lu, Tianfeng and Owen, Landon and Rieth, Martin and Rood, Jon and Martin, Michael and Appukuttan, Sreejith Nadakkal and Rahimi, Mohammad and Soriano, Bruno and Wimer, Nicholas and Wolfson-Pou, Jordi and Yellapantula, Shashank (2023). "PELE - Transforming Combustion Science and Technology with Exascale Simulations." Exascale Computing Project Annual Meeting.
Rybchuk, Alex and Hassanaly, Malik and Martinez-Tossas, Luis A. and Hamilton, Nicholas and Fulton, Mitchell J. and Doubrawa, Paula (2023). "Reconstructing Atmospheric Initial Conditions from Synthetic Field Measurements for Turbine Model Validation through Denoising Diffusion Probabilistic Models." 103rd AMS Meeting.
Wimer, Nicholas and Esclapez, Lucas and Brunhart-Lupo, Nicholas and Henry de Frahan, Marc and Rahimi, Mohammad and Hassanaly, Malik and Rood, Jon and Yellapantula, Shashank and Sitaraman, Hariswaran and Perry, Bruce and Martin, Michael and Doronina, Olga and Nadakkal Appukuttan, Sreejith and Rieth, Martin and Day, Marc (2022). " Simulation of an RCCI Engine using the Pele Suite of Exascale Codes." 75th Annual Meeting of the APS Division of Fluid Dynamics.
Sitaraman, Hari and Hassanaly, Malik and Parra-Alvarez, Milo and Rahimi, Mohammad and Stickel, Jonathan " Impact of Variable Gas Mixtures on Bubble Size Distribution and Mass Transfer in Gas Fermentation Reactors (2022)." AIChE Annual Meeting
Hassanaly, Malik and Weddle, Peter and Smith, Kandler and De, Subhayan and Doostan, Alireza and King, Ryan N (2022). " Physics-Informed Neural Network Modeling of Li-ion Batteries." 242nd ECS Meeting.
Pang, Hao-Wei and Hassanaly, Malik and Perry, Bruce and Day, Marc and Green, William H (2022). " Iterative Workflow for Quantification and Minimization of Reduced Chemistry-Induced Uncertainties in Reacting Flow Simulation." WIPP 39th International Symposium on Combustion.
Hassanaly, Malik and Glaws, Andrew and King, Ryan N. (2021). " GANISP: a GAN-assisted Importance SPlitting Probability Estimator." AAAI Workshop ADAM.
Hassanaly, Malik and Sitaraman, Hari and Udwary, Kevin and Schulte, Kevin L. and Splawn, Heather and Ptak, Aaron and Simon (2020). " Optimization of Hydride Vapor Phase Epitaxy (HVPE) Deposition Reactor Manufacturing III-V Materials Using Multiple Large-Eddy Simulations (LES)." AIChE Annual Meeting.
Tang, Yihao and Hassanaly, Malik and Raman, Venkat and Sforzo, Brandon A. and Wei, Sheng and Seitzman, Jerry M. (2018). " Simulation of gas turbine ignition using large eddy simulation approach." ASME Turbo Expo. 51067, V04BT04A007.
Chong, Shao Teng and Tang, Yihao and Hassanaly, Malik and Raman, Venkat (2017). " Turbulent mixing and combustion of supercritical jets." 55th AIAA Aerospace Sciences Meeting. 0141
Hassanaly, Malik and Raman, Venkat (2017). " Perturbation dynamics in turbulent flames." 55th AIAA Aerospace Sciences Meeting. 1100
Tang, Yihao and Hassanaly, Malik and Raman, Venkat (2016). "Large eddy simulation of flame stabilization in a multi-jet burner using a non-adiabatic flamelet approach." 54th AIAA Aerospace Sciences Meeting. 1395
Lietz, Christopher F. and Hassanaly, Malik and Raman, Venkat (2015). "Large Eddy Simulation of Flame Flashback in Swirling Premixed CH4/H2-Air Flames." 53rd AIAA Aerospace Sciences Meeting. 0844
Hassanaly, Malik and Raman, Venkat and Koo, Heeseok and Colkett, Meredith B. (2015). "Influence of Fuel Stratification on Turbulent Flame Propagation." 53rd AIAA Aerospace Sciences Meeting. 0426
Lietz, Christopher F. and Hassanaly, Malik and Raman, Venkat and Kolla, Hemanth and Chen, Jacqueline and Gruber, Andrea (2014). "LES of Premixed Flame Flashback in a Turbulent Channel." 52nd AIAA Aerospace Sciences Meeting. 0824