
Nikhitha R
@nikhitha_rk
Interested in Organic electronics - TADF OLEDs| PhD Compchem @IIT Gandhinagar
ID: 1407698656052998151
23-06-2021 13:54:57
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18 Followers
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Out now in JCIM & JCTC Journals —Our active-learning framework combines Genetic Algorithms & Gaussian Process Regression for rapid, accurate force field parameterization of sulfone-based electrolytes. #ML #ForceFields #Batteries #compchem Chemistry IITGN IIT Gandhinagar doi.org/10.1021/acs.jc…

Out now in The Journal of Chemical Physics Nikhitha R presents a Δ-#ML framework combining PPP+CIS with deep tensor networks to accurately predict key #TADF properties, handles even inverted gaps with high precision—accelerating #TADF emitter design! doi.org/10.1063/5.0263… Chemistry IITGN IIT Gandhinagar

Out now in The Journal of Chemical Physics Using #multiscale framework, we reveal how molecular morphology governs charge mobility in #HTM—a step forward in designing better organic electronics! Sanyam IIT Gandhinagar Chemistry IITGN Anusandhan National Research Foundation #compchem doi.org/10.1063/5.0265…

Out now in ACS Applied Materials & Interfaces, we unravel how vibrational modes shape radiative & nonradiative processes in #TADF emitters—bridging theory with experiment for better OLED design! #compchem Sanyam IIT Gandhinagar Chemistry IITGN ACS Publications doi.org/10.1021/acsael…

Out now in ACS Applied Materials & Interfaces — We present a computational framework to correlate ligand chemistry with photocatalytic efficiency in #AuNPs—decoding charge transfer dynamics and guiding interface design for water splitting IIT Gandhinagar Chemistry IITGN ACS Publications doi.org/10.1021/acsami…

Out now in The Journal of Physical Chemistry on LiFSA–sulfone electrolytes! We used a GA-GPR workflow to develop transferable force fields predicting solvation & transport—paving the way for better batteries. IIT Gandhinagar Chemistry IITGN ACS Publications pubs.acs.org/doi/10.1021/ac…

Out now in ACS Applied Materials & Interfaces Nikhitha R used multiscale computations to reveal how morphology and molecular alignment dictate energy transfer in TADF OLED dyads. Tight packing boosts transfer; doping disrupts it. #compchem ACS Publications Chemistry IITGN IIT Gandhinagar doi.org/10.1021/acsaem…