Model-based Learning for the Fisher-KPP Equations

$$$$rho_(0 *x) == 1/2(tanh((x -(0.5 - Delta / 2))/(Delta / 10) -

tanh((x -(0.5 + Delta / 2))/(Delta / 10))))

Model-based Learning for the Fisher-KPP Equations

$$$$L == sum((rho(x_i, t_i) - rho_data(x_i, t_i))) + _lambda * abs(w_1

+ w_2 + w_3)

Automated Derivation of Closure Relations for Viscoelastic Fluids

$$$$sigma + g(_lambda/f(sigma) sigma) == eta/f(sigma) * dot(gamma)

, f(sigma) == (L**2 + _lambda(L**2 - 3)/(L**2 * eta) * T * r)

/(L**2 - 3)

Model-based Learning for the Fisher-KPP Equations

$$$$rho_(0 *x) == 1/2(tanh((x -(0.5 - Delta / 2))/(Delta / 10) -

tanh((x -(0.5 + Delta / 2))/(Delta / 10))))

Model-based Learning for the Fisher-KPP Equations

$$$$L == sum((rho(x_i, t_i) - rho_data(x_i, t_i))) + _lambda * abs(w_1

+ w_2 + w_3)

Automated Derivation of Closure Relations for Viscoelastic Fluids

$$$$sigma + g(_lambda/f(sigma) sigma) == eta/f(sigma) * dot(gamma)

, f(sigma) == (L**2 + _lambda(L**2 - 3)/(L**2 * eta) * T * r)

/(L**2 - 3)

Model-based Learning for the Fisher-KPP Equations

$$$$rho_(0 *x) == 1/2(tanh((x -(0.5 - Delta / 2))/(Delta / 10) -

tanh((x -(0.5 + Delta / 2))/(Delta / 10))))

Model-based Learning for the Fisher-KPP Equations

$$$$L == sum((rho(x_i, t_i) - rho_data(x_i, t_i))) + _lambda * abs(w_1

+ w_2 + w_3)

Automated Derivation of Closure Relations for Viscoelastic Fluids

$$$$sigma + g(_lambda/f(sigma) sigma) == eta/f(sigma) * dot(gamma)

, f(sigma) == (L**2 + _lambda(L**2 - 3)/(L**2 * eta) * T * r)

/(L**2 - 3)