Open research questions in Chemistry and Chemical Engineering
214 unresolved questions extracted from the limitations and future-work sections of 548 Chemistry and Chemical Engineering papers in our library. Each links back to the study that raised it.
What the literature leaves open
targeted capacity building, - future catalyst design in sustainable ethylene production, - research on catalytic nanomaterials for environmental cleanup strategies
The gap is the need for sustainable catalysis solutions that can replace petroleum-derived routes with renewable-carbon alternatives. There is a lack of comprehensive overviews of the current state of the field. The paper identifies the need for targeted capacity building in areas where research remains nascent.
These findings suggest that systemic framing alone is insufficient for a molecular-level explanation and that deliberate scaffolding is needed to connect system-level behavior to chemical mechanisms.
From everyday chemistry to formal modeling: a progressive approach to integrating systems thinking in chemistry · 2026 · DOIThis article presents the revised version of the model in a form in which it can be adopted, with practical guidance for teachers; its revised elements have not yet been tested in practice.
An expert-informed pedagogical model for integrating systems thinking into sustainable chemistry teacher education · 2026 · DOIThe European Commission has recommended a framework for operationalizing SSbD, but many open questions remain regarding its feasibility and implementation.
From Ambition to Action: Navigating Obstacles and Opportunities of “Safe and Sustainable by Design” · 2025 · DOIWhile its abundance is well documented, few studies have addressed the chemical transformations of BPA, the properties of its reactive products, and their toxicity.
Multiphase Ozonolysis of Bisphenol A: Chemical Transformations on Surfaces in the Environment · 2024 · DOIThis approach addresses the limitations of GSAI, which often lacks clear boundaries between green and non-green practices and does not account for the varying applicability of the 12 Green Chemistry principles across different contexts.
A Modified Green Star Area (MoGSA) and software to assess greenness of reactions in the chemistry laboratories · 2024 · DOICurrently, holistic methods that cover all impacts over the entire life cycle of pharmaceuticals are lacking.
The marine environment presents a promising yet underexplored resource for the cosmetics industry, offering bioactive compounds with the potential for safe and biocompatible ingredients.
The challenge of effectively integrating digital technologies in higher education. The challenge of bridging the gap between theoretical knowledge and practical application in process design education. The challenge of developing students' digital competencies and deepening their understanding of sustainable chemical engineering.
Enhancing Digital Skills for Sustainable Engineering: A Simulation-based Approach in Process Design · 2026 · DOIFurther studies can investigate the long-term impact of simulation-based approaches on students' understanding of sustainable chemical engineering. Research can explore the use of other simulation software tools in process design education. Studies can examine the effectiveness of simulation-based approaches in other engineering disciplines.
Enhancing Digital Skills for Sustainable Engineering: A Simulation-based Approach in Process Design · 2026 · DOIThe paper identifies a gap in the development of sustainable approaches in chemical synthesis. The study highlights the need for a comprehensive framework for implementing sustainable practices in chemical manufacturing.
The paper does not provide a comprehensive evaluation of the environmental impact of all analytical procedures. The development of green metrics is still in its early stages. The use of green sample preparation techniques may have limitations, such as droplet instability and limited capacity.
Green Analytical Chemistry: An overview of Principles, Evolution, Future Perspectives toward Sustainable Pharmaceutical and Environmental Analysis · 2026 · DOIThe development of new green metrics and sample preparation techniques. The application of Green Analytical Chemistry to various fields, including pharmaceutical and environmental analysis. The evaluation of the environmental impact of analytical procedures using green metrics.
Green Analytical Chemistry: An overview of Principles, Evolution, Future Perspectives toward Sustainable Pharmaceutical and Environmental Analysis · 2026 · DOIThe environmental drawbacks of traditional extraction approaches. The need for a holistic greenness assessment of methods. The development of more sustainable approaches to herbal drug development.
A COMPUTATIONAL FRAMEWORK FOR MODERN HERBAL DRUG DEVELOPMENT: "GREEN EXTRACTION AND EFFECTIVE GREENNESS METRICS" · 2026 · DOIGAPI does not produce a single numerical total score for each procedure. The need for a holistic greenness assessment of methods.
A COMPUTATIONAL FRAMEWORK FOR MODERN HERBAL DRUG DEVELOPMENT: "GREEN EXTRACTION AND EFFECTIVE GREENNESS METRICS" · 2026 · DOIThe paper identifies a gap in the development of green energy solutions related to the environmental and resource-related problems arising from the growing volumes of waste generated by clean energy technologies.
long-term safety and sustainability of the resource base for “green energy” development. to ensure to Êeywords: energy resource base, rare earth elements, global mining, nuclear efficiency. ВВЕДЕНИЕ «Íîîñôåðà åñòü íîâîå ãåîëîãè÷åñêîå ÿâëåíèå íà íàøåé ïëàíåòå.  íåé âïåðâûå ÷åëîâåê ñòàíîâèòñÿ êðóïíåéøåé ãåîëîãè÷åñêîé ñèëîé. Îí ìîæåò è äîëæåí ïåðåñòðàèâàòü ñâîèì òðóäîì è ìûñëüþ îáëàñòü ñâîåé æèçíè, ïåðåñòðàèâàòü êîðåííûì îáðàçîì ïî ñðàâíåíèþ ñ òåì, ÷òî áûëî ðàíüøå. Ïåðåä íèì îòêðûâàþòñÿ âñ¸ áîëåå è áîëåå øèðîêèå òâîð÷åñêèå âîçìîæíîñòè. È, ìîæåò áûòü, ïîêîëåíèå ìîåé âíó÷êè óæå ïðèáëèçèòñÿ ê èõ ðàñöâåòó», – ïèñàë âåëèêèé ðîññèéñêèé ôèëîñîô è åñòåñòâîè- ñïûòàòåëü Â.È. Âåðíàäñêèé â çíàìåíèòîé ðàáîòå “Íåñêîëüêî ñëîâ î íîîñôåðå” (Âåðíàäñêèé, 1944). «Ïîêîëåíèå âíó÷êè» – ýòî íûíåøíåå âðåìÿ, è ñåé÷àñ íàäî ïîïûòàòüñÿ îòâåòèòü íà ñëåäóþùèå âîïðîñû:  êàêîé ñòåïåíè ìû ïðèáëèçèëèñü ê ðàñöâåòó òâîð÷åñêèõ âîçìîæíîñòåé ÷åëîâåêà? Êàê «êîðåííûì îáðàçîì» ïåðåñòðàèâàåòñÿ áèîñôå- ðà ïîä âëèÿíèåì ÷åëîâåêà? Ìàñøòàáû ÷åëîâå÷åñêîé äåÿòåëüíîñòè âîçðîñëè ñ ñåðåäèíû 20-ãî âåêà íàñòîëüêî ðåçêî, ÷òî îòíîñè- òåëüíî ñòàáèëüíàÿ îêðóæàþùàÿ ñðåäà ýïîõè ãîëîöåíà, åäèíñòâåííîãî ïåðèîäà ñóùåñòâîâàíèÿ ïëàíåòû, äëÿ êîòîðîãî èçâåñòíî, ÷òî îí ìîæåò ïîääåðæèâàòü ôóíêöèîíèðîâàíèå ñîâðåìåííîãî ÷åëîâå÷åñêîãî îáùåñòâà, â íàñòîÿùåå âðåìÿ ïðåòåðïåâàåò ñóùåñòâåííûå èçìåíåíèÿ. Òî÷êîé ãåîëîãè÷åñêîé ýïîõè, êîòîðàÿ îòñ÷åòà íîâîé ïîëó÷èëà íàçâàíèå àíòðîïîöåí, ïðèíÿòî ñ÷èòàòü ãîäû íà÷àëà “Âåëèêîãî Óñêîðåíèÿ” – 1950-1952 ãã. (Crutzen, 2002; Steffen et al., 2015). Íà ýòîé ñòàäèè àíàëèçà è îáñóæäåíèÿ ïðîãíîçà Â.È. Âåðíàäñêîãî ìîæíî ñêàçàòü: «Äà, ïðîãíîç ñáûëñÿ». Äåéñòâè- òåëüíî, ÷åëîâåê ñåãîäíÿ â ñîñòîÿíèè ìåíÿòü îêðóæàþùóþ ñðåäó â òàêîé æå ñòåïåíè, êàê è ãåîëî- ãè÷åñêèå ñèëû ïðèðîäû. Íàñòóïèâøèé àíòðîïîöåí ïðèíåñ ñ ñîáîé ðÿä äîòîëå íåâèäàííûõ ãëîáàëüíûõ ïðîáëåì: êîíå÷íîñòü ðÿäà ïðèðîäíûõ ðåñóðñîâ, ãëîáàëüíîå èçìåíåíèå êëèìàòà, äåãðàäàöèÿ ñèñòåì ïîääåðæàíèÿ æèçíè íà Çåìëå è äðóãèõ. Ðåàêöèåé íàó÷íîãî ñîîáùåñòâà ÿâèëîñü ñîçäà- íèå êîìïüþòåðíûõ ìîäåëåé âîçìîæíûõ òðàåêòîðèé ðàçâèòèÿ áóäóùåãî ÷åëîâå÷åñêîé öèâèëèçàöèè.  ÷àñòíîñòè, ðåçóëüòàòû ïîñòðîåíèÿ ïðîãíîçîâ ñ ïîìîùüþ ìîäåëè World3 (å¸ àâòîðû Äîíåëëà Ìåäîóç, Äåííèñ Ìåäîóç, Éîðãåí Ðàíäåðñ è Óèëüÿì Áåðåíñ III) ïîêàçàëè, ÷òî ïðè ñóùåñòâóþùåì óðîâíå ïîòðåáëåíèÿ è îãðàíè÷åííûõ ðåñóðñàõ â ñåðåäèíå 20-õ ãîäîâ 21-ãî âåêà (òî÷êà íàøåãî ñåãîäíÿ) ìîæåò íàáëþäàòüñÿ ñåðèÿ êðèçèñíûõ ÿâëåíèé, óãðîæàþùèõ ñóùåñòâîâàíèþ öèâèëèçàöèè. Ðåçóëü- òàòû ìîäåëèðîâàíèÿ áûëè îïóáëèêîâàíû â ìîíîãðàôèè “The Limits to Growth” â 1972 ãîäó (Meadows et al., 1972). Êíèãà ïðîèçâåëà íàñòîÿùèé âçðûâ â îáùåñòâå è ÿâèëàñü ïðîëîãîì ïîÿâëåíèÿ êîíöåïöèè óñòîé÷èâîãî ðàçâèòèÿ êàê àëüòåðíàòèâû «àíòðîïîöåíó». Ðàçðàáîòêà èäåé óñòîé÷èâîãî 1.
Further research is needed to develop and apply the framework in a variety of contexts. Research is needed to evaluate the effectiveness of the framework in ensuring that AI-enabled chemistry supports sustainable development and environmental protection. Research is needed to explore the application of the framework in other domains, such as materials design and environmental monitoring.
Data equity for sustainable chemistry: an informatics governance framework for responsible chemical innovation and environmental justice · 2026 · DOIThe lack of equity in environmental and chemical data infrastructures. The need for a framework to embed equity into environmental and chemical data infrastructures. The importance of ensuring that AI-enabled chemistry supports sustainable development and environmental protection.
Data equity for sustainable chemistry: an informatics governance framework for responsible chemical innovation and environmental justice · 2026 · DOIHigh initial implementation costs, technological limitations, and regulatory barriers hinder widespread adoption. Limited regulatory enforcement, financial constraints, and lack of technical expertise are challenges in developing economies.
There is a need for further research on the implementation of green chemistry approaches in industrial processes. The review highlights the importance of addressing technological limitations and high initial implementation costs.
The development of more efficient and sustainable approaches in organic chemistry. The integration of AI and machine learning in organic chemistry. The creation of greener and scalable solvents in industry.
The need for highly vigorous yet generalizable catalysts. The creation of greener and scalable solvents in industry. The integration of AI models with experiments.
Development of new green solvents and energy-efficient methods - Validation of new eco-friendly analysis methods - Application of Green Analytical Chemistry in various fields
Most-cited papers in Chemistry and Chemical Engineering
- Seven chemical separations to change the world · Nature · 2016 · 4,625 citations
- AGREEprep – Analytical greenness metric for sample preparation · TrAC Trends in Analytical Chemistry · 2022 · 1,285 citations
- The rise of self-driving labs in chemical and materials sciences · Nature Synthesis · 2023 · 532 citations
- A total scoring system and software for complex modified GAPI (ComplexMoGAPI) application in the assessment of method greenness · Green Analytical Chemistry · 2024 · 339 citations
- From fossil to green chemicals: sustainable pathways and new carbon feedstocks for the global chemical industry · Energy & Environmental Science · 2023 · 267 citations
- Introduction to Systems Thinking for the Chemistry Education Community · Journal of Chemical Education · 2019 · 230 citations
- Green synthesis of nanoparticles for varied applications: Green renewable resources and energy-efficient synthetic routes · Nanotechnology Reviews · 2022 · 217 citations
- Replacement of Less-Preferred Dipolar Aprotic and Ethereal Solvents in Synthetic Organic Chemistry with More Sustainable Alternatives · Chemical Reviews · 2022 · 209 citations
- Circular Economy and Green Chemistry: The Need for Radical Innovative Approaches in the Design for New Products · Energies · 2023 · 201 citations
- Principles and theories of green chemistry for corrosion science and engineering: design and application · Green Chemistry · 2024 · 175 citations
Most recent work
- Review on Predictive Models and Integration Strategies for Holistic Impact Assessment of Chemicals and Materials · Environmental Science & Technology · 2026
- Metric tools in analytical chemistry: From proliferation to harmonization · Green Analytical Chemistry · 2026
- Advancing the implementation of artificial intelligence in regulatory frameworks for chemical safety assessment by defining robust readiness criteria · Frontiers in Artificial Intelligence · 2026
- Expectations for Submissions on Sustainable Process Systems for ACS Sustainable Chemistry & Engineering · ACS Sustainable Chemistry & Engineering · 2026
- Evaluating the Environmental Profile of Microemulsions through a Student-Developed Computational Tool for Teaching Green Chemistry · Journal of Chemical Education · 2026
- Deep Eutectic Solvents: A Comprehensive Landscape of Two Decades of Research, Emerging Frontiers, and Translational Challenges (2003–2025) · Sustainable Chemistry · 2026
- Catalysts in Green Chemistry · Textbook of Applied Chemistry · 2026
- Enhancing Digital Skills for Sustainable Engineering: A Simulation-based Approach in Process Design · Kemija u industriji · 2026
- Green Chemistry University Course: Webinar · Green Chemistry Teaching and Learning Community · 2026
- Roger Sheldon: Inspiration and Friendship on the Green Chemistry Journey · ACS Sustainable Chemistry & Engineering · 2026
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