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 </li>
 
         <li class="md-nav__item">
-  <a href="#example-problem-calculate-chern-numbers-for-the-haldane-model" class="md-nav__link">
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-      Example Problem: Calculate Chern numbers for the Haldane Model
+      Example: Calculate Chern numbers for the Haldane Model
     </span>
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-    <nav class="md-nav" aria-label="Example Problem: Calculate Chern numbers for the Haldane Model">
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-  <a href="#example-problem-calculate-chern-numbers-for-the-haldane-model" class="md-nav__link">
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-      Example Problem: Calculate Chern numbers for the Haldane Model
+      Example: Calculate Chern numbers for the Haldane Model
     </span>
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-    <nav class="md-nav" aria-label="Example Problem: Calculate Chern numbers for the Haldane Model">
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@@ -1168,102 +1168,101 @@ <h2 id="benchmark-statistics">Benchmark Statistics</h2>
 </table>
 <p>Nobel prized related problems:</p>
 <h3 id="numerical-linear-algebra">Numerical Linear Algebra</h3>
-<p>1.
-2.
-3.
-4.
-5.
-6.
-7.</p>
+<p>1_CG
+3_Gauss_Seidel
+4_IncomChol
+5_Lanczos
+9_Weighted_Jacobi
+29_Gram_Schmidt_orthogonalization
+31_independent_component_analysis
+74_Householder_QR</p>
 <h3 id="computational-mechanics">Computational Mechanics</h3>
-<p>1.
-2.
-3.
-4.
-5.
-6.</p>
+<p>18_NURBS
+24_Burgers_equation
+40_Spliting_Operator
+54_SUPG
+78_Chaotic_Dynamics_Pendulum</p>
 <h3 id="computational-finance">Computational Finance</h3>
-<p>1.</p>
+<p>63_Estimating_Stock_Option_Price</p>
 <h3 id="condensed-matter-physics">Condensed Matter Physics</h3>
-<p>1.
-2.
-3.
-4.
-5.
-6.
-7.
-8.
-9.
-10.
-11.
-12.
-13.</p>
+<p>17_linear_tetrahedron_method
+20_phonon_angular_momentum
+33_phase_diagram_chern_haldane_model
+38_Reciprocal_lattice_vector
+48_MEELS_conversion
+50_Replica_symmetry_breaking
+62_dmrg
+67_LEG_Dyson_equation_bulk
+69_LEG_Dyson_equation_semi_infinite
+72_ising_model
+73_Xray_conversion_II
+75_graphene_tight_binding</p>
 <h3 id="optics">Optics</h3>
-<p>1.
-2.
-3.
-4.
-5.
-6.
-7.
-8.
-9.
-10.</p>
+<p>2_Gaussian_Beam_Focus
+6_Spatial_filters_I
+7_Spatial_filters_II
+8_Spatial_filters_III
+14_Brownian_motion_in_the_optical_tweezer
+22_Beam_translation_reexpansion
+28_Gaussian_Beam_Intensity
+32_Multiparticle_dynamics_in_the_optical_tweezer_array
+37_ray_optics_spherical_aberration
+43_two_end_fiber_laser_generator</p>
 <h3 id="quantum-informationcomputing">Quantum Information/Computing</h3>
-<p>1.
-2.
-3.
-4.
-5.
-6.</p>
+<p>11_GADC_entanglement
+19_n_tangle
+23_Blahut_Arimoto
+59_VQE
+65_GHZ_protocol_fidelity
+71_GADC_rev_coherent_info</p>
 <h3 id="computational-physics">Computational Physics</h3>
-<p>1.
-2.
-3.
-4.
-5.</p>
+<p>13_Maxwell_Equation_Solver
+15_Crank_Nicolson_for_time_dependent_Schrodinger
+45_finite_difference_heat_equation
+52_Shooting_algo_H_atom
+57_1D_harmonic_oscillator_numerov_shooting</p>
 <h3 id="astrophysics">Astrophysics</h3>
-<p>1.
-2.</p>
+<p>49_nbody
+58_Tolman_Oppenheimer_Volkoff_star</p>
 <h3 id="particle-physics">Particle Physics</h3>
-<p>1.</p>
+<p>70_neutrino_oscillation</p>
 <h3 id="quantum-chemistry">Quantum Chemistry</h3>
-<p>1.
-2.
-3.
-4.
-5.</p>
+<p>12_Schrodinger_DFT_with_SCF
+30_helium_slater_jastrow_wavefunction
+46_helium_atom_vmc
+66_kolmogorov_crespi_potential
+68_helium_atom_dmc</p>
 <h3 id="computational-chemistry">Computational Chemistry</h3>
-<p>1.
-2.
-3.</p>
+<p>10_ewald_summation
+16_Davidson_method
+60_Widom_particle_insertion</p>
 <h3 id="ecology">Ecology</h3>
-<p>1.
-2.
-3.
-4.
-5.
-6.</p>
+<p>25_CRM_in_chemostat
+26_CRM_in_serial_dilution
+41_Structural_stability_in_serial_dilution
+53_Stochastic_Lotka_Volterra
+55_Swift_Hohenberg
+56_temporal_niches</p>
 <h3 id="biochemistry">Biochemistry</h3>
-<p>1.</p>
+<p>44_two_mer_entropy</p>
 <h3 id="genetics">Genetics</h3>
-<p>1.</p>
+<p>76_protein_dna_binding</p>
 <h3 id="semiconductor-materials">Semiconductor Materials</h3>
-<p>1.
-2.
-3.
-4.
-5.
-6.
-7.</p>
+<p>21_Absorption_coefficient_for_alloy_GaAlAs
+27_Design_trade_offs_for_high_speed_photodetectors
+34_PN_diode_band_diagram
+35_Quantum_Dot_Absorption_Spectrum
+36_Quasi_Fermi_levels_of_photo_resistor_out_of_equilibrium
+39_Reflection_spectra_for_a_Distributed_Bragg_Reflector
+42_The_threshold_current_for_multi_quantum_well_lasers</p>
 <h3 id="molecular-modeling">Molecular Modeling</h3>
-<p>1.
-2.
-3.
-4.
-5.
-6.</p>
-<h2 id="example-problem-calculate-chern-numbers-for-the-haldane-model">Example Problem: Calculate Chern numbers for the Haldane Model</h2>
+<p>47_Internal_Energy
+51_Simple_Molecular_Dynamics
+64_GCMC
+77_Berendsen_thermostat
+79_Nose_Hoover_chain_thermostat
+80_Anderson_thermostat</p>
+<h2 id="example-calculate-chern-numbers-for-the-haldane-model">Example: Calculate Chern numbers for the Haldane Model</h2>
 <h3 id="main-problem-and-dependencies">Main Problem and Dependencies</h3>
 <p><strong>1. Generate an array of Chern numbers for the Haldane model on a hexagonal lattice by sweeping the following parameters: the on-site energy to next-nearest-neighbor coupling constant ratio (<span class="arithmatex">\(m/t_2\)</span> from -6 to 6 with <span class="arithmatex">\(N\)</span> samples) and the phase (<span class="arithmatex">\(\phi\)</span> from -<span class="arithmatex">\(\pi\)</span> to <span class="arithmatex">\(\pi\)</span> with <span class="arithmatex">\(N\)</span> samples) values. Given the lattice spacing <span class="arithmatex">\(a\)</span>, the nearest-neighbor coupling constant <span class="arithmatex">\(t_1\)</span>, the next-nearest-neighbor coupling constant <span class="arithmatex">\(t_2\)</span>, the grid size <span class="arithmatex">\(\delta\)</span> for discretizing the Brillouin zone in the <span class="arithmatex">\(k_x\)</span> and <span class="arithmatex">\(k_y\)</span> directions (assuming the grid sizes are the same in both directions), and the number of sweeping grid points <span class="arithmatex">\(N\)</span> for <span class="arithmatex">\(m/t_2\)</span> and <span class="arithmatex">\(\phi\)</span>.</strong></p>
 <p><div class="highlight"><pre><span></span><code><span class="sd">&#39;&#39;&#39;</span>

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