{"data":[{"id":1,"title":"Physics-Informed Grover Search via Robust Simulation","category":"Optimization + Simulation","tier":1,"coherenceScore":41,"overreachScore":22,"combinedScore":19,"recommendation":"Suitable for exploratory research with minor integration work","executiveSummary":"This proposal fuses two complementary 2026 quantum computing papers to develop a Physics-Informed Grover Search (PIGS) framework that combines robust parameter discovery with scalable quantum algorithm simulation.","paper1":{"arxivId":"2601.04176v1","title":"Robust Physics Discovery from Highly Corrupted Data: A PINN "},"paper2":{"arxivId":"2601.03832v1","title":"Iterative Matrix Product State Simulation for Scalable Grove"},"canonicalUrl":"https://quantumpro-9nxetkyf.manus.space/proposal/1"},{"id":2,"title":"Optimization-Enhanced Simulation Framework","category":"Optimization + Simulation","tier":2,"coherenceScore":36,"overreachScore":17,"combinedScore":19,"recommendation":"Requires significant integration work","executiveSummary":"Integration study combining quantum computing approaches from Optimization and Simulation. This fusion explores synergies between Robust Physics Discovery from Highly Corrupted Data: A PINN ... and Compressed Qubit Noise Spectroscopy: Piecewise-Linear Modeli...","paper1":{"arxivId":"2601.04176v1","title":"Robust Physics Discovery from Highly Corrupted Data: A PINN "},"paper2":{"arxivId":"2601.02516v1","title":"Compressed Qubit Noise Spectroscopy: Piecewise-Linear Modeli"},"canonicalUrl":"https://quantumpro-9nxetkyf.manus.space/proposal/2"},{"id":3,"title":"Optimization-Enhanced Simulation Framework","category":"Optimization + Simulation","tier":2,"coherenceScore":36,"overreachScore":18,"combinedScore":18,"recommendation":"Requires significant integration work","executiveSummary":"Integration study combining quantum computing approaches from Optimization and Simulation. This fusion explores synergies between Robust Physics Discovery from Highly Corrupted Data: A PINN ... and Experimental realization of quantum Zeno dynamics for robust...","paper1":{"arxivId":"2601.04176v1","title":"Robust Physics Discovery from Highly Corrupted Data: A PINN "},"paper2":{"arxivId":"2601.01987v1","title":"Experimental realization of quantum Zeno dynamics for robust"},"canonicalUrl":"https://quantumpro-9nxetkyf.manus.space/proposal/3"},{"id":4,"title":"Optimization-Enhanced Simulation Framework","category":"Optimization + Simulation","tier":2,"coherenceScore":36,"overreachScore":19,"combinedScore":17,"recommendation":"Requires significant integration work","executiveSummary":"Integration study combining quantum computing approaches from Optimization and Simulation. This fusion explores synergies between Robust Physics Discovery from Highly Corrupted Data: A PINN ... and Quantum AI for Cybersecurity: A hybrid Quantum-Classical mod...","paper1":{"arxivId":"2601.04176v1","title":"Robust Physics Discovery from Highly Corrupted Data: A PINN "},"paper2":{"arxivId":"2601.02237v1","title":"Quantum AI for Cybersecurity: A hybrid Quantum-Classical mod"},"canonicalUrl":"https://quantumpro-9nxetkyf.manus.space/proposal/4"},{"id":5,"title":"Learning/Contextuality-Enhanced Optimization Framework","category":"Learning/Contextuality + Optimization","tier":2,"coherenceScore":33,"overreachScore":18,"combinedScore":15,"recommendation":"Requires significant integration work","executiveSummary":"Integration study combining quantum computing approaches from Learning/Contextuality and Optimization. This fusion explores synergies between Improved Lower Bounds for Learning Quantum Channels in Diamo... and Surface Optimization of Aluminum Resonators for Robust Quant...","paper1":{"arxivId":"2601.04180v1","title":"Improved Lower Bounds for Learning Quantum Channels in Diamo"},"paper2":{"arxivId":"2601.04082v1","title":"Surface Optimization of Aluminum Resonators for Robust Quant"},"canonicalUrl":"https://quantumpro-9nxetkyf.manus.space/proposal/5"},{"id":6,"title":"Hardware/Benchmark-Enhanced Optimization Framework","category":"Hardware/Benchmark + Optimization","tier":2,"coherenceScore":33,"overreachScore":19,"combinedScore":14,"recommendation":"Requires significant integration work","executiveSummary":"Integration study combining quantum computing approaches from Hardware/Benchmark and Optimization. This fusion explores synergies between Stochastic Path Compression for Spectral Tensor Networks on ... and Surface Optimization of Aluminum Resonators for Robust Quant...","paper1":{"arxivId":"2601.04172v1","title":"Stochastic Path Compression for Spectral Tensor Networks on "},"paper2":{"arxivId":"2601.04082v1","title":"Surface Optimization of Aluminum Resonators for Robust Quant"},"canonicalUrl":"https://quantumpro-9nxetkyf.manus.space/proposal/6"},{"id":7,"title":"Optimization-Enhanced Simulation Framework","category":"Optimization + Simulation","tier":2,"coherenceScore":31,"overreachScore":17,"combinedScore":14,"recommendation":"Requires significant integration work","executiveSummary":"Integration study combining quantum computing approaches from Optimization and Simulation. This fusion explores synergies between Robust Physics Discovery from Highly Corrupted Data: A PINN ... and Simulating Non-Markovian Dynamics in Open Quantum Systems...","paper1":{"arxivId":"2601.04176v1","title":"Robust Physics Discovery from Highly Corrupted Data: A PINN "},"paper2":{"arxivId":"2601.02160v1","title":"Simulating Non-Markovian Dynamics in Open Quantum Systems"},"canonicalUrl":"https://quantumpro-9nxetkyf.manus.space/proposal/7"},{"id":8,"title":"Learning/Contextuality-Enhanced Optimization Framework","category":"Learning/Contextuality + Optimization","tier":2,"coherenceScore":30,"overreachScore":17,"combinedScore":13,"recommendation":"Requires significant integration work","executiveSummary":"Integration study combining quantum computing approaches from Learning/Contextuality and Optimization. This fusion explores synergies between Improved Lower Bounds for Learning Quantum Channels in Diamo... and Quantum-enhanced long short-term memory with attention for s...","paper1":{"arxivId":"2601.04180v1","title":"Improved Lower Bounds for Learning Quantum Channels in Diamo"},"paper2":{"arxivId":"2601.02818v1","title":"Quantum-enhanced long short-term memory with attention for s"},"canonicalUrl":"https://quantumpro-9nxetkyf.manus.space/proposal/8"},{"id":9,"title":"Optimization-Enhanced Simulation Framework","category":"Optimization + Simulation","tier":2,"coherenceScore":33,"overreachScore":21,"combinedScore":12,"recommendation":"Requires significant integration work","executiveSummary":"Integration study combining quantum computing approaches from Optimization and Simulation. This fusion explores synergies between Robust Physics Discovery from Highly Corrupted Data: A PINN ... and Reshaping and quantifying inter- and intramolecular exchange...","paper1":{"arxivId":"2601.04176v1","title":"Robust Physics Discovery from Highly Corrupted Data: A PINN "},"paper2":{"arxivId":"2601.03765v1","title":"Reshaping and quantifying inter- and intramolecular exchange"},"canonicalUrl":"https://quantumpro-9nxetkyf.manus.space/proposal/9"},{"id":10,"title":"Hardware/Benchmark-Enhanced Simulation Framework","category":"Hardware/Benchmark + Simulation","tier":2,"coherenceScore":30,"overreachScore":18,"combinedScore":12,"recommendation":"Requires significant integration work","executiveSummary":"Integration study combining quantum computing approaches from Hardware/Benchmark and Simulation. This fusion explores synergies between Stochastic Path Compression for Spectral Tensor Networks on ... and Quantum AI for Cybersecurity: A hybrid Quantum-Classical mod...","paper1":{"arxivId":"2601.04172v1","title":"Stochastic Path Compression for Spectral Tensor Networks on "},"paper2":{"arxivId":"2601.02237v1","title":"Quantum AI for Cybersecurity: A hybrid Quantum-Classical mod"},"canonicalUrl":"https://quantumpro-9nxetkyf.manus.space/proposal/10"},{"id":11,"title":"Optimization-Enhanced Simulation Framework","category":"Optimization + Simulation","tier":2,"coherenceScore":35,"overreachScore":24,"combinedScore":11,"recommendation":"Requires significant integration work","executiveSummary":"Integration study combining quantum computing approaches from Optimization and Simulation. This fusion explores synergies between Robust Physics Discovery from Highly Corrupted Data: A PINN ... and Interference-Induced Suppression of Doublon Transport and Pr...","paper1":{"arxivId":"2601.04176v1","title":"Robust Physics Discovery from Highly Corrupted Data: A PINN "},"paper2":{"arxivId":"2601.03694v1","title":"Interference-Induced Suppression of Doublon Transport and Pr"},"canonicalUrl":"https://quantumpro-9nxetkyf.manus.space/proposal/11"},{"id":12,"title":"Hardware/Benchmark-Enhanced Optimization Framework","category":"Hardware/Benchmark + Optimization","tier":2,"coherenceScore":32,"overreachScore":21,"combinedScore":11,"recommendation":"Requires significant integration work","executiveSummary":"Integration study combining quantum computing approaches from Hardware/Benchmark and Optimization. This fusion explores synergies between Stochastic Path Compression for Spectral Tensor Networks on ... and A Scheduling Framework for Efficient MoE Inference on Edge G...","paper1":{"arxivId":"2601.04172v1","title":"Stochastic Path Compression for Spectral Tensor Networks on "},"paper2":{"arxivId":"2601.03992v1","title":"A Scheduling Framework for Efficient MoE Inference on Edge G"},"canonicalUrl":"https://quantumpro-9nxetkyf.manus.space/proposal/12"},{"id":13,"title":"Hardware/Benchmark-Enhanced Learning/Contextuality Framework","category":"Hardware/Benchmark + Learning/Contextuality","tier":2,"coherenceScore":33,"overreachScore":23,"combinedScore":10,"recommendation":"Requires significant integration work","executiveSummary":"Integration study combining quantum computing approaches from Hardware/Benchmark and Learning/Contextuality. This fusion explores synergies between Stochastic Path Compression for Spectral Tensor Networks on ... and Detection-loophole-free nonlocality in the simplest scenario...","paper1":{"arxivId":"2601.04172v1","title":"Stochastic Path Compression for Spectral Tensor Networks on "},"paper2":{"arxivId":"2601.03817v1","title":"Detection-loophole-free nonlocality in the simplest scenario"},"canonicalUrl":"https://quantumpro-9nxetkyf.manus.space/proposal/13"},{"id":14,"title":"Optimization-Enhanced Simulation Framework","category":"Optimization + Simulation","tier":2,"coherenceScore":32,"overreachScore":22,"combinedScore":10,"recommendation":"Requires significant integration work","executiveSummary":"Integration study combining quantum computing approaches from Optimization and Simulation. This fusion explores synergies between Robust Physics Discovery from Highly Corrupted Data: A PINN ... and Formal Modeling and Verification of Grover's Algorithm...","paper1":{"arxivId":"2601.04176v1","title":"Robust Physics Discovery from Highly Corrupted Data: A PINN "},"paper2":{"arxivId":"2601.02435v1","title":"Formal Modeling and Verification of Grover's Algorithm"},"canonicalUrl":"https://quantumpro-9nxetkyf.manus.space/proposal/14"},{"id":15,"title":"Hardware/Benchmark-Enhanced Simulation Framework","category":"Hardware/Benchmark + Simulation","tier":2,"coherenceScore":30,"overreachScore":20,"combinedScore":10,"recommendation":"Requires significant integration work","executiveSummary":"Integration study combining quantum computing approaches from Hardware/Benchmark and Simulation. This fusion explores synergies between Stochastic Path Compression for Spectral Tensor Networks on ... and Compressed Qubit Noise Spectroscopy: Piecewise-Linear Modeli...","paper1":{"arxivId":"2601.04172v1","title":"Stochastic Path Compression for Spectral Tensor Networks on "},"paper2":{"arxivId":"2601.02516v1","title":"Compressed Qubit Noise Spectroscopy: Piecewise-Linear Modeli"},"canonicalUrl":"https://quantumpro-9nxetkyf.manus.space/proposal/15"},{"id":16,"title":"Hardware/Benchmark-Enhanced Optimization Framework","category":"Hardware/Benchmark + Optimization","tier":2,"coherenceScore":32,"overreachScore":23,"combinedScore":9,"recommendation":"Requires significant integration work","executiveSummary":"Integration study combining quantum computing approaches from Hardware/Benchmark and Optimization. This fusion explores synergies between Stochastic Path Compression for Spectral Tensor Networks on ... and Scalar vacuum densities on Beltrami pseudosphere...","paper1":{"arxivId":"2601.04172v1","title":"Stochastic Path Compression for Spectral Tensor Networks on "},"paper2":{"arxivId":"2601.03732v1","title":"Scalar vacuum densities on Beltrami pseudosphere"},"canonicalUrl":"https://quantumpro-9nxetkyf.manus.space/proposal/16"},{"id":17,"title":"Optimization-Enhanced Simulation Framework","category":"Optimization + Simulation","tier":2,"coherenceScore":30,"overreachScore":21,"combinedScore":9,"recommendation":"Requires significant integration work","executiveSummary":"Integration study combining quantum computing approaches from Optimization and Simulation. This fusion explores synergies between Robust Physics Discovery from Highly Corrupted Data: A PINN ... and Accelerated simulation of multiscale gas-radiation coupling ...","paper1":{"arxivId":"2601.04176v1","title":"Robust Physics Discovery from Highly Corrupted Data: A PINN "},"paper2":{"arxivId":"2601.03935v1","title":"Accelerated simulation of multiscale gas-radiation coupling "},"canonicalUrl":"https://quantumpro-9nxetkyf.manus.space/proposal/17"},{"id":18,"title":"Optimization-Enhanced Simulation Framework","category":"Optimization + Simulation","tier":2,"coherenceScore":30,"overreachScore":21,"combinedScore":9,"recommendation":"Requires significant integration work","executiveSummary":"Integration study combining quantum computing approaches from Optimization and Simulation. This fusion explores synergies between Robust Physics Discovery from Highly Corrupted Data: A PINN ... and BigSUMO: A Scalable Framework for Big Data Traffic Analytics...","paper1":{"arxivId":"2601.04176v1","title":"Robust Physics Discovery from Highly Corrupted Data: A PINN "},"paper2":{"arxivId":"2601.02286v1","title":"BigSUMO: A Scalable Framework for Big Data Traffic Analytics"},"canonicalUrl":"https://quantumpro-9nxetkyf.manus.space/proposal/18"},{"id":19,"title":"Optimization-Enhanced Simulation Framework","category":"Optimization + Simulation","tier":2,"coherenceScore":30,"overreachScore":21,"combinedScore":9,"recommendation":"Requires significant integration work","executiveSummary":"Integration study combining quantum computing approaches from Optimization and Simulation. This fusion explores synergies between Robust Physics Discovery from Highly Corrupted Data: A PINN ... and Cutting Quantum Circuits Beyond Qubits...","paper1":{"arxivId":"2601.04176v1","title":"Robust Physics Discovery from Highly Corrupted Data: A PINN "},"paper2":{"arxivId":"2601.02064v1","title":"Cutting Quantum Circuits Beyond Qubits"},"canonicalUrl":"https://quantumpro-9nxetkyf.manus.space/proposal/19"},{"id":20,"title":"Hardware/Benchmark-Enhanced Optimization Framework","category":"Hardware/Benchmark + Optimization","tier":2,"coherenceScore":30,"overreachScore":21,"combinedScore":9,"recommendation":"Requires significant integration work","executiveSummary":"Integration study combining quantum computing approaches from Hardware/Benchmark and Optimization. This fusion explores synergies between Stochastic Path Compression for Spectral Tensor Networks on ... and Quantum-enhanced long short-term memory with attention for s...","paper1":{"arxivId":"2601.04172v1","title":"Stochastic Path Compression for Spectral Tensor Networks on "},"paper2":{"arxivId":"2601.02818v1","title":"Quantum-enhanced long short-term memory with attention for s"},"canonicalUrl":"https://quantumpro-9nxetkyf.manus.space/proposal/20"}],"meta":{"total":120,"limit":20,"offset":0,"nextOffset":20,"tier":null,"q":null,"readOnly":true}}