Learn

Learning preferences

Make learning more comfortable. Changes apply immediately.

Enlarges page content, including diagrams and their labels. You can also use your browser’s zoom.

Choose the colours that are easiest for you to distinguish. Applies to lesson diagrams and lab plots. Labels, shapes, hatching and line patterns also distinguish meanings. Source photographs and raw image brightness stay unchanged; mask-only views are available for image overlays.

ExampleComparisonSample link

Saved in this browser on this device. Preferences are separate from progress backups.

SCIENCE · INVESTIGATE AND EXPLAIN

Solve a finite-body balance with unequal capacities

Two finite bodies exchange heat inside an isolated fixed-volume boundary. Body A has total heat capacity CA(T)=2+0.01T J/K; body B has CB=4 J/K. Their initial temperatures TA and TB differ. There is no external heat, work or phase transition, so the sum of their internal-energy changes must vanish.

Learning outcome: Bracket the root with the two starting temperatures, explain uniqueness from positive total capacity and compare a candidate midpoint residual with the solved residual. Change one initial temperature without changing the capacity law.

Starting recap

Review definite integrals, probability densities, mean versus mean square, temperature units and the first-law work convention. State the domain and distinguish calibration data from unused validation.

All lessons are open directly. Your saved experiments remain when you leave and return.

Try

At TA=500 K,TB=250 K, E=3250 J in the chosen energy reference. The root is about 404.987562 K. Body A loses about 619.950248 J and body B gains the same amount. The arithmetic midpoint 375 K fails the energy balance.

Open the experiment

Predict

Why is the common-temperature root unique within the initial temperatures?

Experiment

Bracket the root with the two starting temperatures, explain uniqueness from positive total capacity and compare a candidate midpoint residual with the solved residual. Change one initial temperature without changing the capacity law.

Find a unique nonlinear energy-balance root

Worked teaching model · synthetic values · Two isolated fixed-volume bodies have total heat capacities CA(T)=2+0.01T J/K and CB=4 J/K. No external heat, work or phase change. Their capacities are supplied positive constitutive laws over 200..600 K; equilibrium is an energy-balance prediction, not an observed experiment.

Reset keeps your prediction, captures and practice history.

Energy balance with a monotonic residual

total final-minus-initial energy (J)candidate equilibrium temperature (K)05001000-1437.5

Graph axes rescale independently; read units and values, not screen angles. 1: unique zero within initial temperatures (solid). Joined curves show the supplied model, not additional observations.

Equivalent numerical coordinates for Energy balance with a monotonic residual

unique zero within initial temperatures

candidate equilibrium temperature (K)total final-minus-initial energy (J)
250-1437.5
253.125-1410.889
256.25-1384.18
259.375-1357.373
262.5-1330.469
265.625-1303.467
268.75-1276.367
271.875-1249.17
275-1221.875
278.125-1194.482
281.25-1166.992
284.375-1139.404
287.5-1111.719
290.625-1083.936
293.75-1056.055
296.875-1028.076
300-1000
303.125-971.8262
306.25-943.5547
309.375-915.1855
312.5-886.7188
315.625-858.1543
318.75-829.4922
321.875-800.7324
325-771.875
328.125-742.9199
331.25-713.8672
334.375-684.7168
337.5-655.4688
340.625-626.123
343.75-596.6797
346.875-567.1387
350-537.5
353.125-507.7637
356.25-477.9297
359.375-447.998
362.5-417.9688
365.625-387.8418
368.75-357.6172
371.875-327.2949
375-296.875
378.125-266.3574
381.25-235.7422
384.375-205.0293
387.5-174.2188
390.625-143.3105
393.75-112.3047
396.875-81.20117
400-50
403.125-18.70117
406.2512.69531
409.37544.18945
412.575.78125
415.625107.4707
418.75139.2578
421.875171.1426
425203.125
428.125235.2051
431.25267.3828
434.375299.6582
437.5332.0313
440.625364.502
443.75397.0703
446.875429.7363
450462.5
453.125495.3613
456.25528.3203
459.375561.377
462.5594.5313
465.625627.7832
468.75661.1328
471.875694.5801
475728.125
478.125761.7676
481.25795.5078
484.375829.3457
487.5863.2813
490.625897.3145
493.75931.4453
496.875965.6738
5001000

At most 82 representative computed coordinates including endpoints; the plotted curve can use a finer grid. A table of a revealed generator is not independent measurement evidence.

Calculated quantities under the declared measurement model
QuantityValueUnit
Equilibrium temperature404.9876K
Body A energy change-619.9502J
Body B energy change619.9502J
Closed-system energy residual2.273737e-13J
Arithmetic initial-temperature midpoint375K
Positive total capacity at equilibrium10.04988J/K

Unequal temperature-dependent capacities invalidate the arithmetic-midpoint shortcut.

Integrate each body capacity from its own initial temperature. The zero residual is 0.005Tf²+6Tf−[2TA+0.005TA²+4TB]=0. Its derivative 6+0.01Tf is positive in the supported interval, so opposite endpoint signs imply one root. The stable quadratic form avoids subtracting nearly equal numbers. Energy conservation alone does not supply a heat-transfer time or certify a real insulating boundary.

Predict before inspecting the values. Save contrasting records with assumptions and one alternative explanation. This virtual display does not certify practical measurement technique.

Unequal temperature-dependent capacities invalidate the arithmetic-midpoint shortcut.

Integrate each body capacity from its own initial temperature. The zero residual is 0.005Tf²+6Tf−[2TA+0.005TA²+4TB]=0. Its derivative 6+0.01Tf is positive in the supported interval, so opposite endpoint signs imply one root. The stable quadratic form avoids subtracting nearly equal numbers. Energy conservation alone does not supply a heat-transfer time or certify a real insulating boundary.

Captures preserve recipes and replay their calculated results. They are synthetic model evidence, not physical measurements.

Understand

Declare the distribution or system

Two finite bodies exchange heat inside an isolated fixed-volume boundary. Body A has total heat capacity CA(T)=2+0.01T J/K; body B has CB=4 J/K. Their initial temperatures TA and TB differ. There is no external heat, work or phase transition, so the sum of their internal-energy changes must vanish.

Derive the integral or response

Integrate each capacity from its own starting temperature to the common candidate Tf. The residual is 0.005Tf²+6Tf−E, where E=2TA+0.005TA²+4TB. An arithmetic average of TA and TB ignores both unequal capacities and their temperature dependence.

Audit limits and evidence

The residual derivative is 6+0.01Tf, positive over the supported interval. At the colder initial temperature the total change is negative; at the hotter initial temperature it is positive. Thus there is exactly one root between them. The positive quadratic root can be evaluated as 2E/[6+sqrt(36+0.02E)], avoiding subtraction of nearly equal positive numbers.

Predict a changed premise

Check each body energy separately and then their sum. The warmer body loses energy and the cooler gains it under this model. The final-state balance says nothing about how long equilibration takes, whether a real enclosure leaks heat or whether a material changes phase; those would need additional response and boundary evidence.

Worked original case

At TA=500 K,TB=250 K, E=3250 J in the chosen energy reference. The root is about 404.987562 K. Body A loses about 619.950248 J and body B gains the same amount. The arithmetic midpoint 375 K fails the energy balance.

Investigation

Bracket the root with the two starting temperatures, explain uniqueness from positive total capacity and compare a candidate midpoint residual with the solved residual. Change one initial temperature without changing the capacity law.

Changed-case practice

Try the changed case before feedback

Take TA=400 K and TB=200 K. Find equilibrium Tf in kelvin.

This practice is public and unsaved. A matching number does not verify understanding. Retain your explanation, assumptions and changed-case evidence in the separate course workspace.

Sources and boundaries

Original derivations and synthetic cases checked 31 October 2026 against the primary teaching reference. No source exercises or graphics are reproduced. These bounded CPU calculations do not claim actual gas handling, pressure-vessel work, thermal exposure or practical measurement. Public feedback is practice, not independently verified reasoning; retain original work, critique, revision and a newly assigned case in the course evidence workspace.

Apply

Why is the common-temperature root unique within the initial temperatures?

Public practice checks a specific claim. It does not establish independent mastery.

Which distribution, constitutive law, path or calibration premise supports this inference, and what independent evidence would challenge it?

Continue

Completion requires a saved prediction, at least one capture and a reflection. Presence checks do not grade your reasoning.

Skipping retains experiments and awards no mastery.

Save a science backup or import one

Science work is stored locally in this browser, separately from mathematics and AI. It does not sync automatically. Use this science-only backup; this checkout's older all-subject export does not include science.

A legacy file is available only when the complete snapshot fits the 36 MB limit. For larger snapshots, prepare a complete file set below; never discard notebooks to make a smaller file.

Matching imported notebook drafts replace their current drafts. Omitted lessons and known first attempts remain. Export your current work first if you want to retain both drafts.

Complete file sets and course backups

A file set can hold more work than one science file. Keep its manifest and every part together. Each file is limited to 36 MB. This format needs this version of LearnAI or a compatible newer version; older versions can use only the legacy single-file backup above.

The set includes every saved science course and global continuation at this moment. Later edits need a new export. A conflicting tab exports its own visible work, which may differ from saved work in another tab.

0 file(s) selected. File order and filenames do not determine identity. Missing, changed or conflicting parts block the entire restore; no good part is applied by itself.

Science storage: loading. No account or remote computation is required.