Pings
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4 Answers 1 Vote
How can operando spectroscopy combined with machine learning accelerate the rational design of stable copper-based catalysts for selective CO₂ electroreduction?
Recent work has shown that selective dissolution–redeposition, influenced by oxophilicity and miscibility, reshapes copper bimetallic active sites and drives C₁/C₂ selectivity shifts. Integrating operando characterization with machine-learning-guided design could reveal hidden descriptors and accelerate discovery of highly selective, durable CO₂ reduction catalysts.
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3 Answers 0 Votes
How can advances in electrochemical CO₂ conversion improve scalability of carbon-to-fuel technologies while minimizing energy demand and byproduct formation?
As a specialist in CO₂ reduction, my work focuses on advancing pathways that move beyond capture and storage toward scalable, value-added solutions. Current approaches including mineralization, electrochemical conversion, and bio-catalytic processes show potential but face challenges of efficiency, energy demand, and long-term stability. A critical next step is identifying how chemical, mineral, or catalytic enhancements can accelerate these processes while maintaining sustainability and...
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5 Answers 0 Votes
In India, most National and State Highways face problems due to fatigue and rutting. How can we overcome these issues?
Please give more suggestions. Thank you.
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4 Answers 0 Votes
How can deep learning architectures be designed to improve generalization under limited or noisy training data while maintaining robustness and interpretability?
Deep learning models have achieved remarkable performance across domains such as computer vision, natural language processing, and scientific modeling. However, challenges remain in areas including generalization beyond training distributions, interpretability of learned representations, and robustness to noisy or limited datasets. I am particularly interested in understanding which architectural innovations, training strategies, or theoretical insights have shown the most promise in...
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6 Answers 0 Votes
How to examine for power of grip in a patient with weakness?
When we do clinical examination for weakness, power is ascertained by MRC grading. However, for grip, MRC grading cannot be used. Is there any method to examine hand grip power other than using dynamometer
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1 Answer 1 Vote
How can you get Grant for your remote research LLC?
Tell me in details
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4 Answers 0 Votes
In austere/conflict settings, when does a complex surgery become ethically unjustifiable due to a lack of postoperative resources for managing complications?
As surgeons, we are trained to operate to solve a clinical problem. However, in severely resource-limited or conflict environments, this principle is constantly tested. Consider a scenario: A surgeon has the technical skill to perform a complex procedure (e.g., a pancreaticoduodenectomy for a tumor, or a complex limb salvage after trauma). However, the hospital lacks a reliable ICU, has inconsistent access to blood products, cannot provide parenteral nutrition, and has limited options for...
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Answer Accepted 1 Answer 0 Votes
What is the current research progress on the role of the JAK/STAT/mTOR pathway in liver inflammation during liver failure, and is it considered a core pathway in this process?
I am studying the regulatory network of liver inflammation in the pathogenesis of liver failure, especially acute‑on‑chronic liver failure (ACLF). My current focus is on the phosphorylation activation of the JAK/STAT pathway and its downstream mTOR signaling in mediating hepatocyte death, macrophage polarization, and the inflammatory storm. I would like to know the latest research progress on this pathway—for example, whether it involves intercellular crosstalk—and whether the JAK/STAT/mTOR...
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Answer Accepted 1 Answer 0 Votes
How does STAT3 contribute to intestinal mucosal barrier function, particularly during mucosal repair after injury?
Elucidating the role of STAT3 in intestinal epithelial regeneration and barrier integrity is critical for understanding IBD pathogenesis and tissue recovery. Key aspects include: 1.Epithelial-specific vs. immune-cell STAT3 signaling in wound healingDownstream targets (e.g., mucins, 2.tight junction proteins) mediating barrier protectionContext-dependent effects: protective versus pro-inflammatory roles 3.Insights could inform therapeutic strategies for mucosal healing. Relevant diagrams or...
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10 Answers 3 Votes
A serious threat to human population in near future is the energy crises. What could be the plausible solution?
Global energy crisis is putting serious threats to the world's population recently. Mitigation and adoptation strategies are helping to overcome this issue but to a lesser extent. What should be the way forward?
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