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M. Ahmadi · SciRah

Researcher profile · Semantic Scholar

M. Ahmadi

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M. Ahmadi — researcher profile on SciRah

h-index: 33
Works: 135
Citations: 3,844

Most-cited papers

Chemical Robotics Enabled Exploration of Stability in Multicomponent Lead Halide Perovskites via Machine Learning
Kate Higgins, Sai Mani Prudhvi Valleti, M. Ziatdinov, Sergei V. Kalinin +1 more
2020114 citations Open access
Semantic Scholar
Machine learning for high-throughput experimental exploration of metal halide perovskites
M. Ahmadi, M. Ziatdinov, Yuan-Yuan Zhou, E. Lass +1 more
2021Joule102 citations Open access
Semantic Scholar
Deconvolving distribution of relaxation times, resistances and inductance from electrochemical impedance spectroscopy via statistical model selection: Exploiting structural-sparsity regularization and data-driven parameter tuning
Xin Li, M. Ahmadi, L. Collins, Sergei V. Kalinin
2019Electrochimica Acta96 citations Open access
Semantic Scholar
The deep-DRT: A deep neural network approach to deconvolve the distribution of relaxation times from multidimensional electrochemical impedance spectroscopy data
Emanuele Quattrocchi, Hei-Wan Ting, Alessio Belotti, Dohyung Kim +4 more
202185 citations Open access
Semantic Scholar
Deciphering the effect of traps on electronic charge transport properties of methylammonium lead tribromide perovskite
A. Musiienko, J. Pipek, P. Praus, M. Brynza +5 more
2020Science Advances84 citations Open access
Semantic Scholar
High-Throughput Study of Antisolvents on the Stability of Multicomponent Metal Halide Perovskites through Robotics-Based Synthesis and Machine Learning Approaches.
Kate Higgins, M. Ziatdinov, Sergei V. Kalinin, M. Ahmadi
2021Journal of the American Chemical Society70 citations Open access
Semantic Scholar
The future of self-driving laboratories: From Human in the Loop Interactive AI to Gamification
Holland Hysmith, Elham Foadian, S. P. Padhy, Sergei V. Kalinin +3 more
2024Digital Discovery61 citations Open access
Semantic Scholar
Direct Observation of Photoinduced Ion Migration in Lead Halide Perovskites
Yong-Tao Liu, A. Ievlev, N. Borodinov, M. Lorenz +5 more
2020Advanced Functional Materials60 citations Open access
Semantic Scholar
Understanding the ligand-assisted reprecipitation of CsPbBr3 nanocrystals via high-throughput robotic synthesis approach
Sheryl L. Sanchez, Yipeng Tang, B. Hu, Jonghee Yang +1 more
2023Matter55 citations Open access
Semantic Scholar
Toward Electrochemical Studies on the Nanometer and Atomic Scales: Progress, Challenges, and Opportunities.
Sergei V. Kalinin, O. Dyck, Nina Balke Wisinger, S. Neumayer +7 more
2019ACS Nano49 citations
Semantic Scholar
Understanding the Role of Cesium on Chemical Complexity in Methylammonium‐Free Metal Halide Perovskites
Jonghee Yang, Diana K. LaFollette, B. Lawrie, A. Ievlev +5 more
2022Advanced Energy Materials48 citations Open access
Semantic Scholar
Exploration of Electrochemical Reactions at Organic–Inorganic Halide Perovskite Interfaces via Machine Learning in In Situ Time‐of‐Flight Secondary Ion Mass Spectrometry
Kate Higgins, M. Lorenz, M. Ziatdinov, R. Vasudevan +5 more
2020Advanced Functional Materials43 citations Open access
Semantic Scholar
Nanoscopic cross-grain cation homogenization in perovskite solar cells
Ming-Wei Hao, Jonghee Yang, Wen-Jian Yu, B. Lawrie +9 more
2025Nature Nanotechnology41 citations
Semantic Scholar
Ferroic Halide Perovskite Optoelectronics
Yong-Tao Liu, Dohyung Kim, A. Ievlev, Sergei V. Kalinin +2 more
2021Advanced Functional Materials40 citations
Semantic Scholar
Exploring the Relationship of Microstructure and Conductivity in Metal Halide Perovskites via Active Learning-Driven Automated Scanning Probe Microscopy.
Yong-Tao Liu, Jonghee Yang, R. Vasudevan, Kyle P. Kelley +3 more
2022Journal of Physical Chemistry Letters39 citations Open access
Semantic Scholar
Exploring Transport Behavior in Hybrid Perovskites Solar Cells via Machine Learning Analysis of Environmental‐Dependent Impedance Spectroscopy
Dohyung Kim, Eric S. Muckley, Nicole Creange, T. Wan +8 more
2021Advancement of science38 citations Open access
Semantic Scholar
Supramolecular design principles in pseudohalides for high-performance perovskite solar mini modules
Hochan Song, Hak-Beom Kim, Seong Chan Cho, Jeongjae Lee +16 more
2024Joule35 citations Open access
Semantic Scholar
Bromine Incorporation Affects Phase Transformations and Thermal Stability of Lead Halide Perovskites
Diana K. LaFollette, Juanita Hidalgo, O. Allam, Jonghee Yang +9 more
2024Journal of the American Chemical Society32 citations Open access
Semantic Scholar
Disentangling Electronic Transport and Hysteresis at Individual Grain Boundaries in Hybrid Perovskites via Automated Scanning Probe Microscopy.
Yong-Tao Liu, Jonghee Yang, B. Lawrie, Kyle P. Kelley +3 more
2022ACS Nano32 citations Open access
Semantic Scholar
Hysteretic Ion Migration and Remanent Field in Metal Halide Perovskites
Yong-Tao Liu, N. Borodinov, M. Lorenz, M. Ahmadi +3 more
2020Advancement of science31 citations Open access
Semantic Scholar
Light‐Ferroic Interaction in Hybrid Organic–Inorganic Perovskites
Yong-Tao Liu, A. Ievlev, L. Collins, N. Borodinov +10 more
2019Advanced Optical Materials31 citations Open access
Semantic Scholar
Resolving electron and hole transport properties in semiconductor materials by constant light-induced magneto transport
A. Musiienko, Fengjiu Yang, T. Gries, Chiara Frasca +11 more
2024Nature Communications30 citations Open access
Semantic Scholar
High‐Throughput Automated Exploration of Phase Growth Behaviors in Quasi‐2D Formamidinium Metal Halide Perovskites
Jonghee Yang, B. Lawrie, Sergei V. Kalinin, M. Ahmadi
2023Advanced Energy Materials30 citations Open access
Semantic Scholar
Giant isotope effect on phonon dispersion and thermal conductivity in methylammonium lead iodide
Michael E. Manley, K. Hong, Panchao Yin, Song-Xue Chi +8 more
2020Science Advances29 citations Open access
Semantic Scholar
Navigating grain boundaries in perovskite solar cells
Dohyung Kim, Kate Higgins, M. Ahmadi
202127 citations Open access
Semantic Scholar
Unraveling the Energy Landscape and Energy Funneling Modulated by Hole Transport Layer for Highly Efficient Perovskite LEDs
Ting Li, Ting Xiang, Miaosheng Wang, Wei Zhang +8 more
2021Laser & Photonics reviews26 citations
Semantic Scholar
Reply to: On the ferroelectricity of CH3NH3PbI3 perovskites
Yong-Tao Liu, L. Collins, R. Proksch, Songkil Kim +14 more
2019Nature Materials26 citations Open access
Semantic Scholar
Spatially Resolved Carrier Dynamics at MAPbBr3 Single Crystal-Electrode Interface.
M. Ahmadi, L. Collins, Kate Higgins, Dohyung Kim +2 more
2019ACS Applied Materials and Interfaces26 citations
Semantic Scholar
Machine Learning-Based Reward-Driven Tuning of Scanning Probe Microscopy: Toward Fully Automated Microscopy.
Yu Liu, R. Proksch, Jason Bemis, Utkarsh Pratiush +7 more
2025ACS Nano25 citations
Semantic Scholar
Lead-Free Halide Perovskites for Photocatalysis via High-Throughput Exploration
A. Dubey, Sheryl L. Sanchez, Jonghee Yang, M. Ahmadi
2024Chemistry of Materials25 citations
Semantic Scholar
Guanidinium-Pseudohalide Perovskite Interfaces Enable Surface Reconstruction of Colloidal Quantum Dots for Efficient and Stable Photovoltaics.
Jonghee Yang, S. Cho, Seung-Jin Lee, Jung Woon Yoon +11 more
2022ACS Nano24 citations
Semantic Scholar
Strain in Metal Halide Perovskites: The Critical Role of A-Site Cation
Yong-Tao Liu, B. Sumpter, J. Keum, B. Hu +2 more
202124 citations Open access
Semantic Scholar
12-Crown-4 Ether Assisted In-situ Grown Perovskite Crystals for Ambient Stable Light Emitting Diodes
Ting Xiang, Ting‐You Li, Miaosheng Wang, Wei Zhang +6 more
2022Nano Energy23 citations
Semantic Scholar
Designing workflows for materials characterization
Sergei V. Kalinin, M. Ziatdinov, M. Ahmadi, Ayana Ghosh +3 more
2023Applied Physics Reviews22 citations Open access
Semantic Scholar
Strain–Chemical Gradient and Polarization in Metal Halide Perovskites
Yong-Tao Liu, A. Ievlev, L. Collins, A. Belianinov +10 more
2020Advanced Electronic Materials22 citations Open access
Semantic Scholar
Exploring the physics of cesium lead halide perovskite quantum dots via Bayesian inference of the photoluminescence spectra in automated experiment
Amanda Heimbrook, Kate Higgins, Sergei V. Kalinin, M. Ahmadi
2020Nanophotonics22 citations Open access
Semantic Scholar
Tailoring Molecular Space to Navigate Phase Complexity in Cs‐Based Quasi‐2D Perovskites via Gated‐Gaussian‐Driven High‐Throughput Discovery
Minsub Um, Sheryl L. Sanchez, Hochan Song, B. Lawrie +6 more
2024Advanced Energy Materials21 citations Open access
Semantic Scholar
Accelerating Materials Discovery by High‐Throughput GIWAXS Characterization of Quasi‐2D Formamidinium Metal Halide Perovskites
Jonghee Yang, Juanita Hidalgo, Donghoon Song, Sergei V. Kalinin +2 more
2024Advanced Functional Materials21 citations Open access
Semantic Scholar
Origin of Defects and Positron Annihilation in Hybrid and All-Inorganic Perovskites
A. Musiienko, J. Čížek, H. Elhadidy, P. Praus +11 more
2021Chemistry of Materials21 citations Open access
Semantic Scholar
Correlating Crystallographic Orientation and Ferroic Properties of Twin Domains in Metal Halide Perovskites.
Yong-Tao Liu, P. Trimby, L. Collins, M. Ahmadi +3 more
2021ACS Nano20 citations Open access
Semantic Scholar
Role of Decomposition Product Ions in Hysteretic Behavior of Metal Halide Perovskite.
Yong-Tao Liu, N. Borodinov, L. Collins, M. Ahmadi +3 more
2021ACS Nano18 citations Open access
Semantic Scholar
Decoding the Broadband Emission of 2D Pb‐Sn Halide Perovskites through High‐Throughput Exploration
Elham Foadian, Jonghee Yang, Sumner B. Harris, Yipeng Tang +6 more
2024Advanced Functional Materials17 citations Open access
Semantic Scholar
In situ formation of pseudohalide anions induced by humid air and light passivates formamidinium‐based halide perovskites
Jiselle Y. Ye, Ross A. Kerner, Qi Jiang, Feng-Jiu Yang +7 more
2024InfoMat16 citations Open access
Semantic Scholar
Microstructural Evaluation of Phase Instability in Large Bandgap Metal Halide Perovskites.
Dohyung Kim, Jihoo Lim, Seung-Min Lee, A. Soufiani +11 more
2021ACS Nano16 citations
Semantic Scholar
Ferroelectric and Charge Transport Properties in Strain-Engineered Two-Dimensional Lead Iodide Perovskites
Dohyung Kim, Bogdan Dryzhakov, Yong-Tao Liu, O. Ovchinnikova +3 more
2021Chemistry of Materials16 citations
Semantic Scholar
Structurally Driven Ultrafast Charge Funneling in Organic Bulk Heterojunction Hole Transport Layer for Efficient Colloidal Quantum Dot Photovoltaics
Jonghee Yang, Ashish Sharma, Jung Won Yoon, Watcharaphol Paritmongkol +10 more
2023Advanced Energy Materials14 citations Open access
Semantic Scholar
Physics-driven discovery and bandgap engineering of hybrid perovskites
Sheryl L. Sanchez, Elham Foadian, M. Ziatdinov, Jonghee Yang +3 more
2023Digital Discovery14 citations Open access
Semantic Scholar
Improved Radiation Sensing with Methylammonium Lead Tribromide Perovskite Semiconductors
Ryan Tan, Bogdan Dryzhakov, Jessica Charest, Bin Hu +2 more
202114 citations
Semantic Scholar
Coordination of Thermally Activated Delayed Fluorescent Molecules for Efficient and Stable Perovskite Light‐Emitting Diodes
Bo Chen, He Liu, Jonghee Yang, M. Ahmadi +7 more
2024Advanced Functional Materials12 citations
Semantic Scholar
Dynamic control of ferroionic states in ferroelectric nanoparticles
A. Morozovska, Sergei V. Kalinin, M. Yelisieiev, Jonghee Yang +3 more
2022Acta Materialia12 citations Open access
Semantic Scholar

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