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[ { "content": "Investigate the existence and regularity of a minimal surface spanning a prescribed closed curve in a Riemannian manifold whose sectional curvature varies between positive and negative values, and determine conditions under which the surface is uniquely determined by its boundary data?", "role...
{ "input_count": 48, "output_count": 3803, "teacher": "Kimi-K2.5", "total_count": 2 }
[ { "content": "Consider a high‑dimensional elliptic PDE with random coefficients modeled by a Karhunen–Loève expansion; construct a sparse polynomial chaos surrogate and quantify the error in the Sobolev norm as a function of truncation level?", "role": "user" }, { "content": "<think>\nThis is a comp...
{ "input_count": 48, "output_count": 3569, "teacher": "Kimi-K2.5", "total_count": 2 }
[ { "content": "Consider a sequence of finite, regular graphs whose adjacency matrices converge in spectral distribution to a limiting measure; formulate a condition on the growth of girth ensuring the limiting spectral measure has a nontrivial absolutely continuous component?", "role": "user" }, { "c...
{ "input_count": 43, "output_count": 5379, "teacher": "Kimi-K2.5", "total_count": 2 }
[ { "content": "Given a compact Riemannian manifold with boundary, formulate the inverse boundary value problem of determining the metric from the Dirichlet-to-Neumann map for the Laplace–Beltrami operator, and discuss uniqueness under curvature constraints?", "role": "user" }, { "content": "<think>\n...
{ "input_count": 48, "output_count": 4768, "teacher": "Kimi-K2.5", "total_count": 2 }
[ { "content": "For a multi-class queueing network with state-dependent arrival rates and service disciplines governed by a stochastic differential game, derive the Hamilton‑Jacobi‑Bellman equations that characterize the optimal control policy minimizing a long‑run average cost subject to stability constraints?",...
{ "input_count": 50, "output_count": 6838, "teacher": "Kimi-K2.5", "total_count": 2 }
[ { "content": "Consider a self‑similar fractal generated by an iterated function system of four affine maps with contraction ratios r1=0.4, r2=0.3, r3=0.2, r4=0.1. Derive the exact Hausdorff dimension and discuss its dependence on the open set condition?", "role": "user" }, { "content": "<think>\nThi...
{ "input_count": 67, "output_count": 6610, "teacher": "Kimi-K2.5", "total_count": 2 }
[ { "content": "Given a compact Riemannian manifold with boundary, formulate an inverse problem to recover the metric from the Dirichlet-to-Neumann map for the Laplace–Beltrami operator, and discuss uniqueness conditions involving curvature bounds and boundary convexity?", "role": "user" }, { "content...
{ "input_count": 51, "output_count": 4392, "teacher": "Kimi-K2.5", "total_count": 2 }
[ { "content": "Consider a self-similar fractal generated by iterating a non-linear conformal map on the complex plane with a scaling factor that is an algebraic irrational number; compute its Hausdorff dimension and describe the spectrum of its Laplacian operator?", "role": "user" }, { "content": "<t...
{ "input_count": 49, "output_count": 6479, "teacher": "Kimi-K2.5", "total_count": 2 }
[ { "content": "In a stochastic differential game with continuous‑time controls, where the state dynamics follow a controlled Itô diffusion on a compact manifold and the payoff is a discounted integral of a non‑convex cost, establish the existence of a value and characterize optimal feedback strategies via a visc...
{ "input_count": 72, "output_count": 5017, "teacher": "Kimi-K2.5", "total_count": 2 }
[ { "content": "In a high-dimensional linear data assimilation system, how does the choice of observation operator covariance scaling with dimension affect the stability of the Kalman filter error covariance under random Gaussian observation noise?", "role": "user" }, { "content": "<think>\nThe user i...
{ "input_count": 37, "output_count": 5198, "teacher": "Kimi-K2.5", "total_count": 2 }
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