Machine learning for organic photovoltaic polymers: a minireview

A Mahmood, A Irfan, JL Wang - Chinese Journal of Polymer Science, 2022 - Springer
Abstract Machine learning is a powerful tool that can provide a way to revolutionize the
material science. Its use for the designing and screening of materials for polymer solar cells …

Design of solid electrolytes with fast ion transport: computation-driven and practical approaches

MK Tufail, P Zhai, M Jia, N Zhao, X Guo - Energy Material Advances, 2023 - spj.science.org
For next-generation all-solid-state metal batteries, the computation can lead to the discovery
of new solid electrolytes with increased ionic conductivity and excellent safety. Based on …

Theoretical designing of symmetrical non-fullerene acceptor molecules by end-capped modification for promising photovoltaic properties of organic solar cells

M Ishtiaq, M Waqas, H Zubair, RF Mehmood… - Journal of Molecular …, 2023 - Elsevier
Non-fullerene small molecules must absorb in a broader wavelength range for achieving
high efficiencies. This work presents seven indacenodithiophene core-based acceptor …

Impact of end-capped modification of MO-IDT based non-fullerene small molecule acceptors to improve the photovoltaic properties of organic solar cells

M Waqas, J Iqbal, RF Mehmood, SJ Akram… - Journal of Molecular …, 2022 - Elsevier
Density functional theory, along with its time dependent computational approach were
employed in order to fine tune the photovoltaic attributes along with the efficiency of the MO …

Synergistic modification of end groups in Quinoxaline fused core-based acceptor molecule to enhance its photovoltaic characteristics for superior organic solar cells

S Sadiq, M Waqas, A Zahoor, RF Mehmood… - Journal of Molecular …, 2023 - Elsevier
The competence of organic solar cells (OSCs) could be enhanced by improving the light
absorption capabilities as well as the open-circuit voltage (V oc) of utilized molecules. To …

Evaluation of solid electrolytes: Development of conventional and interdisciplinary approaches

MK Tufail, P Zhai, W Khokar, M Jia… - Interdisciplinary …, 2023 - Wiley Online Library
Solid‐state lithium batteries (SSLBs) have received considerable attention due to their
advantages in thermal stability, energy density, and safety. Solid electrolyte (SE) is a key …

Statistical analysis and visualization of data of non-fullerene small molecule acceptors from Harvard organic photovoltaic database. Structural similarity analysis with …

T Mubashir, MH Tahir, Y Altaf, F Ahmad… - … of Photochemistry and …, 2023 - Elsevier
Data-driven material design has gained the position of “fourth paradigm” with the first three
being experiments, theory, and simulation. The statistical analysis and visualization of data …

Designing easily synthesizable non-fused small acceptors for organic solar cells

S Zahid, A Rasool, S Zahid, M Ans, J Iqbal, IH El Azab… - Solar Energy, 2022 - Elsevier
A new strategy of implementing intramolecular noncovalent interactions (INCIs) has been
adopted to design readily synthesizable acceptors for enhancing power conversion …

Towards estimation and mechanism of Co2 adsorption on zeolite adsorbents using molecular simulations and machine learning

FO Okello, TT Fidelis, J Agumba, T Manda… - Materials Today …, 2023 - Elsevier
The earth's average temperature is being elevated owing to burning of fossil fuels, explicitly
releasing enormous amounts of CO 2 into the atmosphere. Therefore, effective collection …

[HTML][HTML] Heavy-metal spent adsorbents reuse in catalytic, energy and forensic applications-a new approach in reducing secondary pollution associated with …

T Velempini, MEH Ahamed, K Pillay - Results in Chemistry, 2023 - Elsevier
Heavy metal ions are toxic causing a variety of health complications. Heavy metal ions
mainly include Cr (VI), Hg (II), Pb (II), Cd (II), Cu (II), Fe (III) and Co (II). The adsorption …