Publications by authors named "Manu Suvarna"

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Explainable Artificial Intelligence Elucidates Synthesis-Structure-Property-Function Relationships in Nanostructured Catalysts.
Manu Suvarna, Marc Eduard Usteri, Frank Krumeich, Sharon Mitchell, Javier Pérez-Ramírez

Adv Mater· July 2025

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SPOCK Tool for Constructing Empirical Volcano Diagrams from Catalytic Data.
Manu Suvarna, Rubén Laplaza, Romain Graux, Núria López, Clémence Corminboeuf

ACS Catal· May 2025

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Active learning streamlines development of high performance catalysts for higher alcohol synthesis.
Manu Suvarna, Tangsheng Zou, Sok Ho Chong, Yuzhen Ge, Antonio J Martín

Nat Commun· July 2024

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Active Learning-Based Guided Synthesis of Engineered Biochar for CO Capture.
Xiangzhou Yuan, Manu Suvarna, Juin Yau Lim, Javier Pérez-Ramírez, Xiaonan Wang

Environ Sci Technol· April 2024

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Language models and protocol standardization guidelines for accelerating synthesis planning in heterogeneous catalysis.
Manu Suvarna, Alain Claude Vaucher, Sharon Mitchell, Teodoro Laino, Javier Pérez-Ramírez

Nat Commun· December 2023

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Identifying Descriptors for Promoted Rhodium-Based Catalysts for Higher Alcohol Synthesis Machine Learning.
Manu Suvarna, Phil Preikschas, Javier Pérez-Ramírez

ACS Catal· December 2022

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Wet wastes to bioenergy and biochar: A critical review with future perspectives.
Jie Li, Lanyu Li, Manu Suvarna, Lanjia Pan, Meisam Tabatabaei

Sci Total Environ· April 2022

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Prediction of Soil Heavy Metal Immobilization by Biochar Using Machine Learning.
Kumuduni N Palansooriya, Jie Li, Pavani D Dissanayake, Manu Suvarna, Lanyu Li

Environ Sci Technol· April 2022

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Pyrolysis of waste surgical masks into liquid fuel and its life-cycle assessment.
Chao Li, Xiangzhou Yuan, Ziying Sun, Manu Suvarna, Xun Hu

Bioresour Technol· February 2022

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Applied Machine Learning for Prediction of CO Adsorption on Biomass Waste-Derived Porous Carbons.
Xiangzhou Yuan, Manu Suvarna, Sean Low, Pavani Dulanja Dissanayake, Ki Bong Lee

Environ Sci Technol· September 2021

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Optimization, kinetics and radioprotective potential of a heteropolysaccharide from L. rhamnosus RVPI.
Anushri Umesh, Pradeepa, Anushree Manjunath, Chithralekha Salian, Manasadeepika, Manu Suvarna

Biotechnol Appl Biochem· November 2019

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