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RESEARCH PAPER · npj Computational Materials · 2025

From biomass waste to CO2 capture: a multi-fidelity machine learning workflow for high-throughput screening of activated carbons

Faezeh Hajiali, Naoko Ellis, R. Bhushan Gopaluni

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9 direct citing papers in this saved network. Explore the next layer with second-order citations.

Open in your workspace →Saved 2026-10-14 · complete coverage
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42 direct citing works

From biomass waste to CO2 capture: a multi-fidelity machine learning workflow for high-throughput screening of activated carbonsOriginalMulti-Fidelity Learning in High-Throughput Materials Screening: A Review of Surrogate Strategies and Their Broken Promises0Lignin as a Sustainable Chemical Building Block for Environmentally Functional Materials0Accelerating the Preparation of High-Surface-Area Activated Carbon via Machine-Learning-Assisted Strategy: The Bayesian Optimization2Lignin as a sustainable chemical building block for environmentally functional materials: A chemistry-dimension-function-lifetime perspective3Waste-tire-derived porous carbons for CO2 capture: Equilibrium adsorption and fixed-bed breakthrough performance1Nanostructured adsorbents for effective CO₂ sequestration: Design principles, mechanistic insights, and future directions0Mesoporous single-atom and nano-confined catalysts: Enabling low-energy integrated CO2 capture and direct conversion0Activation Chemistry-Driven Enhancement of Calotropis procera -Derived Fe3O4/Activated Carbon Nanocomposites for Efficient Treatment of Paint Industry Wastewater0Nanoprobe‐Enabled Precision Imaging and Panoramic Boundary Delineation in Retinoblastoma0

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9 direct citing papers saved.

  1. Multi-Fidelity Learning in High-Throughput Materials Screening: A Review of Surrogate Strategies and Their Broken Promises

    Journal of Computational and Data-Driven Materials Engineering · 2025-01-01

    Anna Svensson, Erik Lindberg

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  2. Lignin as a Sustainable Chemical Building Block for Environmentally Functional Materials

    SSRN Electronic Journal · 2026-01-01

    Jingqian Chen, Oleg Tkachenko, Oscar Cabezuelo, Tetyana M. Budnyak

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  3. Accelerating the Preparation of High-Surface-Area Activated Carbon via Machine-Learning-Assisted Strategy: The Bayesian Optimization

    ACS Sustainable Chemistry & Engineering · 2026-05-15

    Shu−Wei Tsai, Chen−Yu Lee, Shang−Chih Lin, Pin−Yun Li, C L Wu

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  4. Lignin as a sustainable chemical building block for environmentally functional materials: A chemistry-dimension-function-lifetime perspective

    Reactive and Functional Polymers · 2026-05-26

    Jingqian Chen, Oleg Tkachenko, Oscar Cabezuelo, Tetyana M. Budnyak

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  5. Waste-tire-derived porous carbons for CO2 capture: Equilibrium adsorption and fixed-bed breakthrough performance

    Journal of the Energy Institute · 2026-07-21

    Jing Zhong, Yonghui Xu, Xinyu Liu, Yi Xu, Zhang Nong, Aoyu Liu, Yonghui Xu

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  6. Nanostructured adsorbents for effective CO₂ sequestration: Design principles, mechanistic insights, and future directions

    Materials Research Bulletin · 2026-08-17

    Omoniyi Babajide Awe, Isaac Alhamdu Baba, Saheed Mustapha, Lukman Shehu Mustapha, Kehinde Shola Obayomi

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  7. Mesoporous single-atom and nano-confined catalysts: Enabling low-energy integrated CO2 capture and direct conversion

    Materials Today Sustainability · 2026-09-03

    Fazal Raziq, Sharafat Ali, Rajwali Khan, Ashfaq Ahmad, Muhammad Shoaib, Asad Ali, Muhammad Ashraf, Sher Ali, Ahmad Bahgat Radwan, Mohmed Abdellah, Noora Hamad S. Al-Qahtani

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  8. Activation Chemistry-Driven Enhancement of Calotropis procera -Derived Fe3O4/Activated Carbon Nanocomposites for Efficient Treatment of Paint Industry Wastewater

    ACS Omega · 2026-09-24

    Isaac Alhamdu Baba, Abdulrazak Jinadu Otaru, Amina Nwokedi, Zaid Abdulhamid Alhulaybi Albin Zaid

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  9. Nanoprobe‐Enabled Precision Imaging and Panoramic Boundary Delineation in Retinoblastoma

    Cancer Innovation · 2026-10-01

    Xuefei He, Precious Amarachi Ikwuagwu, Wenjing Pang, Aomen Chen, Lingchao Xiang, Feng Chen, Chen Xu, Aiguo Wu

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