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List of works by Rampi Ramprasad

A hybrid organic-inorganic perovskite dataset

scientific article published on 09 May 2017

A multi-fidelity information-fusion approach to machine learn and predict polymer bandgap

scientific article

A polymer dataset for accelerated property prediction and design

scientific article published on March 2016

Activating low-temperature diesel oxidation by single-atom Pt on TiO2 nanowire array

scientific article published on 26 February 2020

Advanced polymeric dielectrics for high energy density applications

An Efficient Deep Learning Scheme To Predict the Electronic Structure of Materials and Molecules: The Example of Graphene-Derived Allotropes

scientific article published on 03 November 2020

Atomistic mechanisms for chemical defects formation in polyethylene

scientific article published on 01 December 2018

Author Correction: Activating low-temperature diesel oxidation by single-atom Pt on TiO2 nanowire array

scientific article published on 09 March 2020

Computable Bulk and Interfacial Electronic Structure Features as Proxies for Dielectric Breakdown of Polymers

scientific article published on 24 July 2020

Correction to “Iterative-Learning Strategy for the Development of Application-Specific Atomistic Force Fields”

scientific article published in October 2019

Critical Assessment of the Hildebrand and Hansen Solubility Parameters for Polymers

scientific article published on 10 October 2019

Critical role of morphology on the dielectric constant of semicrystalline polyolefins

scientific article published in June 2016

EZFF: Python library for multi-objective parameterization and uncertainty quantification of interatomic forcefields for molecular dynamics

scientific article published in 2021

Electronic Structure of Polyethylene: Role of Chemical, Morphological and Interfacial Complexity.

scientific article

Factors Favoring Ferroelectricity in Hafnia: A First-Principles Computational Study

Field-Induced Carrier Localization Transition in Dielectric Polymers

scientific article published on 26 December 2019

Flexible Temperature-Invariant Polymer Dielectrics with Large Bandgap

scientific article published on 06 April 2020

Hot-Carrier Dynamics and Chemistry in Dielectric Polymers

scientific article published on 02 July 2019

Iterative-Learning Strategy for the Development of Application-Specific Atomistic Force Fields

scientific article published on 9 August 2019

Machine Learning Strategy for Accelerated Design of Polymer Dielectrics.

scientific article

Multi-objective optimization techniques to design the Pareto front of organic dielectric polymers

Multifidelity Information Fusion with Machine Learning: A Case Study of Dopant Formation Energies in Hafnia

scientific article published on 16 April 2019

Physically informed artificial neural networks for atomistic modeling of materials

scientific article published on 28 May 2019

Polymer Structure Predictor (PSP): A Python Toolkit for Predicting Atomic-Level Structural Models for a Range of Polymer Geometries

scientific article published on 04 March 2022

Predicting Crystallization Tendency of Polymers using Multi-fidelity Information Fusion and Machine Learning

scientific article published on 15 June 2020

Rational design of all organic polymer dielectrics

scientific article published on 17 September 2014

Rationally designed polyimides for high-energy density capacitor applications

scientific article published on 24 June 2014

Screening of Therapeutic Agents for COVID-19 Using Machine Learning and Ensemble Docking Studies

scientific article published on 05 August 2020

Unraveling the luminescence signatures of chemical defects in polyethylene.

scientific article published in September 2015