Search Results - "Subramanian, K S"

Operando tribochemical formation of onion-like-carbon leads to macroscale superlubricity by Berman, Diana, Narayanan, Badri, Cherukara, Mathew J., Sankaranarayanan, Subramanian K. R. S., Erdemir, Ali, Zinovev, Alexander, Sumant, Anirudha V.

“…Stress-induced reactions at the sliding interface during relative movement are known to cause structural or chemical modifications in contacting materials. The…”
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Machine learning coarse grained models for water by Chan, Henry, Cherukara, Mathew J., Narayanan, Badri, Loeffler, Troy D., Benmore, Chris, Gray, Stephen K., Sankaranarayanan, Subramanian K. R. S.

“…An accurate and computationally efficient molecular level description of mesoscopic behavior of ice-water systems remains a major challenge. Here, we introduce…”
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Reconfigurable perovskite nickelate electronics for artificial intelligence by Zhang, Hai-Tian, Park, Tae Joon, Islam, A N M Nafiul, Tran, Dat S J, Manna, Sukriti, Wang, Qi, Mondal, Sandip, Yu, Haoming, Banik, Suvo, Cheng, Shaobo, Zhou, Hua, Gamage, Sampath, Mahapatra, Sayantan, Zhu, Yimei, Abate, Yohannes, Jiang, Nan, Sankaranarayanan, Subramanian K R S, Sengupta, Abhronil, Teuscher, Christof, Ramanathan, Shriram

“…Reconfigurable devices offer the ability to program electronic circuits on demand. In this work, we demonstrated on-demand creation of artificial neurons,…”
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Controlled-release fertilizer of zinc encapsulated by a manganese hollow core shell by Yuvaraj, M, Subramanian, K. S

“…A laboratory study was undertaken to regulate the release of zinc (Zn) to the soil–plant system using a nano-sized manganese hollow core shell. The manganese…”
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Machine Learning Force Field Parameters from Ab Initio Data by Li, Ying, Li, Hui, Pickard, Frank C, Narayanan, Badri, Sen, Fatih G, Chan, Maria K. Y, Sankaranarayanan, Subramanian K. R. S, Brooks, Bernard R, Roux, Benoît

“…Machine learning (ML) techniques with the genetic algorithm (GA) have been applied to determine a polarizable force field parameters using only ab initio data…”
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Machine learning enabled autonomous microstructural characterization in 3D samples by Chan, Henry, Cherukara, Mathew, Loeffler, Troy D., Narayanan, Badri, Sankaranarayanan, Subramanian K. R. S.

“…We introduce an unsupervised machine learning (ML) based technique for the identification and characterization of microstructures in three-dimensional (3D)…”
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Active site localization of methane oxidation on Pt nanocrystals by Kim, Dongjin, Chung, Myungwoo, Carnis, Jerome, Kim, Sungwon, Yun, Kyuseok, Kang, Jinback, Cha, Wonsuk, Cherukara, Mathew J., Maxey, Evan, Harder, Ross, Sasikumar, Kiran, K. R. S. Sankaranarayanan, Subramanian, Zozulya, Alexey, Sprung, Michael, Riu, Dohhyung, Kim, Hyunjung

“…High catalytic efficiency in metal nanocatalysts is attributed to large surface area to volume ratios and an abundance of under-coordinated atoms that can…”
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Habituation based synaptic plasticity and organismic learning in a quantum perovskite by Zuo, Fan, Panda, Priyadarshini, Kotiuga, Michele, Li, Jiarui, Kang, Mingu, Mazzoli, Claudio, Zhou, Hua, Barbour, Andi, Wilkins, Stuart, Narayanan, Badri, Cherukara, Mathew, Zhang, Zhen, Sankaranarayanan, Subramanian K. R. S., Comin, Riccardo, Rabe, Karin M., Roy, Kaushik, Ramanathan, Shriram

“…A central characteristic of living beings is the ability to learn from and respond to their environment leading to habit formation and decision making. This…”
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Role of Solvation Dynamics and Local Ordering of Water in Inducing Conformational Transitions in Poly(N-isopropylacrylamide) Oligomers through the LCST by Deshmukh, Sanket A, Sankaranarayanan, Subramanian K. R. S, Suthar, Kamlesh, Mancini, Derrick C

“…Conformational transitions in thermo-sensitive polymers are critical in determining their functional properties. The atomistic origin of polymer collapse at…”
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Learning in continuous action space for developing high dimensional potential energy models by Manna, Sukriti, Loeffler, Troy D., Batra, Rohit, Banik, Suvo, Chan, Henry, Varughese, Bilvin, Sasikumar, Kiran, Sternberg, Michael, Peterka, Tom, Cherukara, Mathew J., Gray, Stephen K., Sumpter, Bobby G., Sankaranarayanan, Subramanian K. R. S.

“…Reinforcement learning (RL) approaches that combine a tree search with deep learning have found remarkable success in searching exorbitantly large, albeit…”
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Ab Initio-Based Bond Order Potential to Investigate Low Thermal Conductivity of Stanene Nanostructures by Cherukara, Mathew J, Narayanan, Badri, Kinaci, Alper, Sasikumar, Kiran, Gray, Stephen K, Chan, Maria K.Y, Sankaranarayanan, Subramanian K. R. S

“…We introduce a bond order potential (BOP) for stanene based on an ab initio derived training data set. The potential is optimized to accurately describe the…”
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Removal of Non-Specifically Bound Proteins Using Rayleigh Waves Generated on ST-Quartz Substrates by Richardson, Mandek, Das, Pradipta K, Morrill, Samuel, Suthar, Kamlesh J, Sankaranarayanan, Subramanian K R S, Bhethanabotla, Venkat R

“…Label-free biosensors are plagued by the issue of non-specific protein binding which negatively affects sensing parameters such as sensitivity, selectivity,…”
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Phase Segmentation in Atom-Probe Tomography Using Deep Learning-Based Edge Detection by Madireddy, Sandeep, Chung, Ding-Wen, Loeffler, Troy, Sankaranarayanan, Subramanian K. R. S., Seidman, David N., Balaprakash, Prasanna, Heinonen, Olle

“…Atom-probe tomography (APT) facilitates nano- and atomic-scale characterization and analysis of microstructural features. Specifically, APT is well suited to…”
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Perovskite nickelates as bio-electronic interfaces by Zhang, Hai-Tian, Zuo, Fan, Li, Feiran, Chan, Henry, Wu, Qiuyu, Zhang, Zhan, Narayanan, Badri, Ramadoss, Koushik, Chakraborty, Indranil, Saha, Gobinda, Kamath, Ganesh, Roy, Kaushik, Zhou, Hua, Chubykin, Alexander A., Sankaranarayanan, Subramanian K. R. S., Choi, Jong Hyun, Ramanathan, Shriram

“…Functional interfaces between electronics and biological matter are essential to diverse fields including health sciences and bio-engineering. Here, we report…”
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Accurate determination of solvation free energies of neutral organic compounds from first principles by Pereyaslavets, Leonid, Kamath, Ganesh, Butin, Oleg, Illarionov, Alexey, Olevanov, Michael, Kurnikov, Igor, Sakipov, Serzhan, Leontyev, Igor, Voronina, Ekaterina, Gannon, Tyler, Nawrocki, Grzegorz, Darkhovskiy, Mikhail, Ivahnenko, Ilya, Kostikov, Alexander, Scaranto, Jessica, Kurnikova, Maria G., Banik, Suvo, Chan, Henry, Sternberg, Michael G., Sankaranarayanan, Subramanian K. R. S., Crawford, Brad, Potoff, Jeffrey, Levitt, Michael, Kornberg, Roger D., Fain, Boris

“…The main goal of molecular simulation is to accurately predict experimental observables of molecular systems. Another long-standing goal is to devise models…”
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Thermomechanical Response of Self-Assembled Nanoparticle Membranes by Wang, Yifan, Chan, Henry, Narayanan, Badri, McBride, Sean P, Sankaranarayanan, Subramanian K. R. S, Lin, Xiao-Min, Jaeger, Heinrich M

“…Monolayers composed of colloidal nanoparticles, with a thickness of less than 10 nm, have remarkable mechanical moduli and can suspend over micrometer-sized…”
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High-Entropy 2D Carbide MXenes: TiVNbMoC3 and TiVCrMoC3 by Nemani, Srinivasa Kartik, Zhang, Bowen, Wyatt, Brian C, Hood, Zachary D, Manna, Sukriti, Khaledialidusti, Rasoul, Hong, Weichen, Sternberg, Michael G, Sankaranarayanan, Subramanian K. R. S, Anasori, Babak

“…Two-dimensional (2D) transition metal carbides and nitrides, known as MXenes, are a fast-growing family of 2D materials. MXenes 2D flakes have n + 1 (n = 1–4)…”
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Alloy-assisted deposition of three-dimensional arrays of atomic gold catalyst for crystal growth studies by Fang, Yin, Jiang, Yuanwen, Cherukara, Mathew J., Shi, Fengyuan, Koehler, Kelliann, Freyermuth, George, Isheim, Dieter, Narayanan, Badri, Nicholls, Alan W., Seidman, David N., Sankaranarayanan, Subramanian K. R. S., Tian, Bozhi

“…Large-scale assembly of individual atoms over smooth surfaces is difficult to achieve. A configuration of an atom reservoir, in which individual atoms can be…”
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Arsenic removal from drinking water using iron oxide-coated sand by THIRUNAVUKKARASU, O. S, VIRARAGHAVAN, T, SUBRAMANIAN, K. S

“…This article describes experiments in which iron oxide-coated sand(IOCS) was used to study the removal of both As(V) and As(III) to a level less than 5 μg…”
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Responses of field grown tomato plants to arbuscular mycorrhizal fungal colonization under varying intensities of drought stress by Subramanian, K.S., Santhanakrishnan, P., Balasubramanian, P.

“…The effects of root colonization by the arbuscular mycorrhizal (AM) fungus Glomus intraradices Schenck and Smith on growth, flower and fruit production, and…”
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