Doctorate Andrea Darù: Postdoc at The University of Chicago, United States
Andrea Darù, PhD, is a dedicated computational chemist with a deep passion for computational modeling and simulation across inorganic, organic, and biological systems. With over 10 years of experience, he specializes in porous materials design, including Metal-Organic Frameworks (MOFs), Covalent Organic Frameworks (COFs), and other surface materials. Darù has a strong background in quantum chemistry techniques, such as density functional theory (DFT), ab initio methods, and Monte Carlo simulations, and has extended his expertise to machine learning applications in chemistry. His research focuses on the design of novel materials for catalysis and climate solutions, and he is motivated to bridge the gap between computational studies and experimental research. His interdisciplinary approach combines computational chemistry with cutting-edge experimental work, contributing to innovations in catalysis and sustainable energy.
Online Profiles
Education
Andrea completed his Ph.D. in Chemistry at KU Leuven in Belgium in 2020, specializing in non-noble metal catalysis and computational simulations of chemical reactions. His doctoral work was part of the Marie Skłodowska-Curie Initial Training Network project, Horizon 2020 NoNoMeCat, where he investigated the role of metal clusters in catalysis. Before his Ph.D., Andrea earned dual Master’s degrees in Chemistry from the University of Zaragoza (Spain) and University of Ferrara (Italy) in 2015 and 2013, respectively. His academic journey provided him with a strong foundation in computational chemistry, leading to his passion for applying computational methods to real-world challenges in catalysis and material science.
Research Focus
Andrea’s primary research interest lies in the computational design of porous materials, particularly Metal-Organic Frameworks (MOFs) and Covalent Organic Frameworks (COFs). His work is geared toward solving global challenges like sustainable energy, carbon capture, and water harvesting. By using advanced computational tools such as DFT, Monte Carlo simulations, and machine learning, he explores the thermo- and electro-catalytic processes in CO2 conversion, aiming to create novel materials for energy storage and environmental solutions. His other research areas include molecular qubits for quantum computing, catalysis mechanisms, and the development of tools for high-throughput screening of potential framework materials. He also curates extensive databases of porous materials, contributing to the open science movement.
Experience
Andrea Darù’s postdoctoral work at the University of Chicago (2022 – present) focuses on the development of generative tools for rapid identification and design of novel reticular frameworks, particularly those suited for CO2 conversion and water harvesting. His work has led to the conceptualization of a novel iron-sulfur-based coordination polymer for electrocatalysis, and his contributions to the field of COF design have influenced both academia and industry. Prior to this, Andrea was a Postdoctoral Associate at Scripps Research (2020 – 2022), where he led computational studies on metal-catalyzed reactions, optimizing reaction conditions and developing microkinetic models to understand catalytic mechanisms. His Ph.D. research at KU Leuven (2016 – 2020) focused on non-noble metal catalysis in cross-coupling reactions, uncovering new insights into the catalytic role of iron clusters, which challenged existing paradigms in catalysis. Andrea also completed an internship at Syngenta (Switzerland) in 2018, where he employed Fukui functions to develop descriptors for organic molecule databases.
Research Timeline
- Dec 2022 – Present: Postdoctoral Researcher at The University of Chicago, working on developing generative tools for materials discovery, CO2 conversion catalysis, and COF-based atmospheric water harvesting.
- Oct 2020 – Dec 2022: Postdoctoral Associate at Scripps Research (San Diego), focusing on computational modeling of metal-catalyzed reactions, including ligand design and microkinetic modeling.
- Apr 2016 – Sep 2020: Doctoral Researcher at KU Leuven (Belgium), specializing in non-noble metal catalysis and computational simulations for cross-coupling reactions.
- Jan – Mar 2018: Intern at Syngenta (Switzerland), developing a database of organic molecules using Fukui functions as molecular descriptors.
Awards & Honors
Andrea has been recognized for his excellence in research and mentorship. In 2024, he received the Maria Lastra Postdoctoral Scholar Excellence in Mentoring Award (Honorable Mention) from the University of Chicago, highlighting his commitment to fostering the next generation of scientists. In 2023, he earned a certificate in Entrepreneurship for Science and Medicine from the University of Chicago Booth School of Business, expanding his understanding of the commercial application of scientific research. Andrea also recently completed the AI Agents Fundamentals certification from Hugging Face in February 2025, reflecting his growing interest in the intersection of AI and computational chemistry.
Top-Noted Publication
Andrea Darù has authored several highly cited papers, particularly in the field of catalysis and porous materials design. Notably, his paper “Symmetry is the Key to the Design of Reticular Frameworks” (Advanced Materials, 2025) explores the role of symmetry in the rational design of reticular frameworks. Another highly impactful publication, “Pinpointing the Onset of Water Harvesting in Reticular Frameworks from Structure” (ACS Central Science, 2025), delves into the design principles that enable effective atmospheric water harvesting using COFs. His work on iron-catalyzed Kumada cross-coupling reactions, “Iron-catalyzed Kumada Cross-coupling Reaction Involving Fe8Me12- and Related Clusters: A Computational Study” (ACS Catalysis, 2022), challenged traditional concepts in metal catalysis and remains a reference in the field.
Symmetry is the Key to the Design of Reticular Frameworks
Advanced Materials | May 2, 2025 | DOI: 10.1002/adma.202414617
Contributors: Andrea Darù, John S. Anderson, Davide M. Proserpio, Laura Gagliardi
This paper discusses the crucial role of symmetry in the rational design of reticular frameworks (such as MOFs and COFs), providing computational insights into how symmetry can guide the creation of functional materials with tailored properties. The work aims to accelerate the discovery of novel materials with applications in catalysis and energy storage.
Designing Molecular Qubits: Computational Insights into First-Row and Group 6 Transition Metal Complexes
Preprint | April 8, 2025 | DOI: 10.26434/chemrxiv-2025-3tg1x-v3
Contributors: Arturo Sauza-de la Vega, Andrea Darù, Stephanie Nofz, Laura Gagliardi
This preprint provides valuable computational insights into the design of molecular qubits using first-row and group 6 transition metal complexes. The paper presents potential pathways for advancing quantum computing with molecular systems, offering a deep dive into electronic structure and qubit properties.
Electronically Tunable Low-Valent Uranium Metallacarboranes
Inorganic Chemistry | March 17, 2025 | DOI: 10.1021/acs.inorgchem.4c04431
Contributors: Kent O. Kirlikovali, Alejandra Gómez-Torres, Arturo Sauza-de la Vega, Andrea Darù, Matthew D. Krzyaniak, Palak Garg, Christos D. Malliakas, Michael R. Wasielewski, Laura Gagliardi, Omar K. Farha
This publication delves into uranium metallacarboranes and their potential as electronically tunable materials. The work explores their unique chemical properties and how these can be controlled for use in various applications, including catalysis and energy storage.
Pinpointing the Onset of Water Harvesting in Reticular Frameworks from Structure
ACS Central Science | February 17, 2025 | DOI: 10.1021/acscentsci.4c01878
Contributors: Ha L. Nguyen, Andrea Darù, Saumil Chheda, Ali H. Alawadhi, S. Ephraim Neumann, Lifen Wang, Xuedong Bai, Majed O. Alawad, Christian Borgs, Jennifer T. Chayes, et al.
This paper explores the structural basis for water harvesting in reticular frameworks, aiming to uncover how certain materials can be engineered for effective atmospheric water capture. The research has significant implications for sustainable water production in arid regions.
Designing Molecular Qubits: Computational Insights into First-Row and Group 6 Transition Metal Complexes
Preprint | February 5, 2025 | DOI: 10.26434/chemrxiv-2025-3tg1x-v2
Contributors: Arturo Sauza-de la Vega, Andrea Darù, Stephanie Nofz, Laura Gagliardi
This earlier version of the preprint provides foundational insights into the computational design of molecular qubits, offering a path forward in the development of quantum computing materials that utilize transition metal complexes.