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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

169,051 papers · 148 categories

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25.0%50.0%75.0%100.0% · Feb 199419922001200920182026
48 results for Analytic solution

Paper finds analytical solution for portfolio selection under worst-case model risk.

problem Portfolio optimization under model risk.
method Analytical solution for mean-variance portfolio selection in worst-case scenario.
result Analytical solution differs from previous numerical results, indicating model risk as estimation risk.

Analytical solution found for a three-layer network with a specific activation function.

problem Understanding the power of depth in neural networks.
method Found analytical solutions for a three-layer network with a matrix exponential activation function.
result Analytical solutions for equations involving a three-layer network with a matrix exponential activation function.

Proves time analyticity for heat and Navier-Stokes equations without decaying conditions.

problem Analyticity of solutions to heat and Navier-Stokes equations without decaying conditions.
method Real variable method and algebraic manipulation of integral kernels.
result First general pointwise time analyticity result for all dimensions.

Analytic Euler fields on non-torus bundles have periodic orbits.

problem Existence of periodic orbits in non-torus bundles for Euler fields.
method Alternative proof of periodic orbits for nonvanishing analytic solutions of Euler equations on 3-manifolds.
result Periodic trajectories exist for nonvanishing analytic solutions on non-torus bundles.

Analytic solutions found for a financial market model with traders.

problem Analyzing stability and price dynamics in a financial market model.
method Developed a continuous-time financial market model with two types of traders and proved stability conditions.
result Analytic formulae derived for price dynamics and trader profitability.

This paper compares analytical and numerical solutions of the Black-Scholes model.

problem Comparing analytical and numerical methods for solving the Black-Scholes model.
method Analytical solution (variable separation) and numerical solution (finite differences) of the Black-Scholes equation.
result Numerical solutions provide more accurate results for complex scenarios.

Analyticity of heat equation extended to Bakry-Émery Ricci curvature manifolds.

problem Analyticity of solutions to heat equation under specific curvature conditions.
method Analyzes analyticity in time for smooth solutions on Riemannian manifolds with Bakry-Émery Ricci curvature.
result Analyticity extended to all gradient Ricci solitons and certain LpL^p spaces.

Finite energy solutions classified for Seiberg-Witten equations on complex plane and Riemann surface.

problem Classifying solutions to Seiberg-Witten equations with finite energy.
method Established a classification theorem for solutions on X=CimesΣX=\mathbb{C} imes Σ with finite analytic energy.
result Finite energy solutions correspond to polynomial maps from C\mathbb{C} to H0(Σ,L+,ˉ)H^0(Σ, L^+,\bar{\partial}).

Efficient semi-analytic methods for pricing double barrier options with time-dependent parameters.

problem Pricing and calibration of double barrier options with time-dependent parameters.
method Two approaches: General Integral transform method and Heat Potential method.
result Semi-analytic techniques are more efficient for pricing double barrier options than traditional numerical methods.

In this paper, we prove that if g(t)g(t) is a smooth, complete solution to the Ricci flow of uniformly bounded curvature on M×[0,Ω]M\times[0, Ω], then the correspondence tg(t)t\mapsto g(t) is real-analytic at each t0(0,Ω)t_0\in (0, Ω). The analyticity is a consequence of classical Bernstein-type estimates on the temporal and spatial …

2012-10-10abs ↗pdf ↗

Modified perturbation method removes non-smoothness in solving Black-Scholes equations.

problem Non-smoothness in solving Black-Scholes equations.
method Variable transformations and homotopy perturbation method.
result Excellent agreement with exact solutions for Black-Scholes and multi-asset options.

Let M1\mathcal{M}_1 denote the space of solutions z(x,y)z(x,y) to an elliptic, real analytic Monge-Ampère equation det(D2z)=φ(x,y,z,Dz)>0{\rm det} (D^2 z)=\varphi(x,y,z,Dz)>0 whose graphs have a non-removable isolated singularity at the origin. We prove that M1\mathcal{M}_1 is in one-to-one correspondence with M2×Z2\mathcal{M}_2\times Z_2, where…

2012-10-19abs ↗pdf ↗

Stochastic VB improves nonlinear model inference speed and accuracy.

problem Bayesian inference of nonlinear models from noisy data.
method Stochastic Variational Bayesian (VB) inference for nonlinear models.
result Stochastic VB achieves comparable parameter recovery to analytical solution but is faster.

The systems of complex analytic second order ordinary differential equations whose solutions close up to become rational curves (after analytic continuation) are characterized by the vanishing of an explicit differential invariant, and turn out to provide an infinite dimensional family of integrable systems.

2005-07-05abs ↗pdf ↗

We propose a geometric setup to study analytic aspects of a variant of the super symmetric two-dimensional nonlinear sigma model. This functional extends the functional of Dirac-harmonic maps by gravitino fields. The system of Euler--Lagrange equations of the two-dimensional nonlinear sigma model with gravitino is calc…

2016-10-07abs ↗pdf ↗

Semi-analytical approach for optimal wealth management contributions.

problem Optimizing contributions to achieve a financial goal with uncertain returns.
method Controlled backward Kolmogorov equation and Schrodinger equation solution.
result Semi-analytical solutions for efficient frontiers in control space.

Proves solution uniqueness for biomembrane shape prediction.

problem Proving solution uniqueness for the genus one Canham variational problem.
method Combining numeric analytic continuation and singularity analysis to prove non-negativity of a sequence.
result Proves positivity of the sequence, leading to solution uniqueness.

We show the existence of a global unique and analytic solution for the mean curvature flow, the surface diffusion flow and the Willmore flow of entire graphs for Lipschitz initial data with small Lipschitz norm. We also show the existence of a global unique and analytic solution to the Ricci-DeTurck flow on euclidean s…

2009-02-09abs ↗pdf ↗

Let φ(t),t[0,T]\varphi(t), t\in [0,T] be a smooth solution to the Laplacian flow for closed G_2 structures on a compact 7-manifold MM. We show that for each fixed positive time t(0,T]t\in (0,T], (M,φ(t),g(t))(M,\varphi(t),g(t)) is real analytic, where g(t)g(t) is the metric induced by φ(t)\varphi(t). Consequently, any Laplacian soliton is real a…

2016-01-17abs ↗pdf ↗

We construct some explicit quasihomogeneous algebraic solutions to the associativity (WDVV) equations by using analytical methods of the finite gap integration theory. These solutions are expanded in the uniform way to non-semisimple Frobenius manifolds.

2006-09-12abs ↗pdf ↗

Proves uniqueness of certain spacetime solutions with extremal horizons.

problem Proving uniqueness of extremal Schwarzschild de Sitter spacetime solutions.
method Analytic proof in four and higher dimensions, spectral problem for hyperbolic surfaces.
result Proves extremal Schwarzschild de Sitter solutions are unique up to identifications.

We develop analytical methods for nonlinear Dirac equations. Examples of such equations include Dirac-harmonic maps with curvature term and the equations describing the generalized Weierstrass representation of surfaces in three-manifolds. We provide the key analytical steps, i.e., small energy regularity and removable…

2007-07-30abs ↗pdf ↗

Paper explores non-uniqueness and uniqueness class for wave equations on graphs.

problem Non-uniqueness of solutions to wave equations on infinite graphs.
method Analyticity of solutions in the uniqueness class, extension to a wide class of linear evolution equations.
result Sharp uniqueness class for solutions of wave equations on graphs.

Neural networks learn modular arithmetic but not all, extending known solutions to generalize.

problem Neural networks struggle with modular arithmetic, especially for polynomials.
method Developed analytical solutions for MLP networks to learn modular addition and multiplication, then combined these solutions to generalize on arbitrary modular polynomials.
result Neural networks can learn and generalize solutions to modular polynomials, supporting the hypothesis that some polynomials are learnable.

The calibration of a local volatility models to a given set of option prices is a classical problem of mathematical finance. It was considered in multiple papers where various solutions were proposed. In this paper an extension of the approach proposed in LiptonSepp2011 is developed by i) replacing a piecewise constant…

2016-08-18abs ↗pdf ↗

SAFLe solves federated learning's trade-off between non-linearity and scalability.

problem Federated Learning's high communication overhead and performance collapse on non-IID data.
method SAFLe introduces a structured head of bucketed features and sparse, grouped embeddings, mathematically equivalent to a high-dimensional linear regression.
result SAFLe achieves a new state-of-the-art in analytic FL, outperforming linear AFL and multi-round DeepAFL.

An analytic solution for asset allocation with Laplace distribution.

problem Asset allocation with multivariate Laplace distribution.
method Specialization of elliptically symmetric distribution theory to Laplace distribution, accounting for dimensionality and variance rescaling.
result A result consistent with conjecture but with differences due to omitted term and rescaling.