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

Track a Gaussian phase without changing its position density

A normalized Gaussian can carry more information than its visible density. Take psi(x)=(2πsigma²)^−1/4 exp[−x²/(4sigma²)+i beta x²/(4sigma²)], centered at zero. The real parameter beta is a quadratic phase chirp. Its magnitude squared is the same Gaussian position density for every beta, with intrinsic position standard deviation sigma.

Learning outcome: Compare beta=0,+2,−2 at the same sigma. Retain the identical position curves, equal momentum spreads for opposite chirps and opposite covariance signs. Then halve sigma and predict the momentum change before revealing it. Explain why repeated sampling does not shrink the intrinsic state width.

Starting recap

Review definite integrals, complex amplitudes, probability moments, elementary differential equations and energy-momentum units. State boundary and normalization conditions, and distinguish calibration from unused validation.

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

Try

At sigma=0.2 nm and beta=0, sigmaP=hbar/(0.4 nm), and the product is hbar/2. At beta=2 the position density is unchanged, sigmaP grows by sqrt(5), covariance is hbar, and the product becomes sqrt(5)hbar/2. The covariance-corrected determinant remains hbar²/4.

Open the experiment

Predict

What changes when the sign of beta reverses at fixed sigma?

Experiment

Compare beta=0,+2,−2 at the same sigma. Retain the identical position curves, equal momentum spreads for opposite chirps and opposite covariance signs. Then halve sigma and predict the momentum change before revealing it. Explain why repeated sampling does not shrink the intrinsic state width.

Separate localization from phase-induced momentum spread

Worked teaching model · synthetic values · Normalized Gaussian amplitude proportional to exp[−(x−x0)²/(4sigma²)+i beta(x−x0)²/(4sigma²)],x0=0 and mean momentum0. Fourier convention1/sqrt(2pi) in wave number. Chirp changes phase but not position density; momentum variance and symmetrized covariance change. No instrumental error or ensemble-mean uncertainty is substituted for intrinsic spread.

Reset keeps your prediction, captures and practice history.

Chirp leaves this position density unchanged

density (1/nm)position (nm)-0.60.61.9947110

Graph axes rescale independently; read units and values, not screen angles. 1: normalized Gaussian position law (solid). Joined curves show the supplied model, not additional observations.

Equivalent numerical coordinates for Chirp leaves this position density unchanged

normalized Gaussian position law

position (nm)density (1/nm)
-0.60.02215924
-0.580.02976266
-0.560.03957726
-0.540.05210467
-0.520.06791485
-0.50.0876415
-0.480.1119727
-0.460.1416352
-0.440.177373
-0.420.219918
-0.40.2699548
-0.380.3280791
-0.360.3947508
-0.340.4702454
-0.320.5546042
-0.30.647588
-0.280.7486373
-0.260.856843
-0.240.9709303
-0.221.089261
-0.21.209854
-0.181.330426
-0.161.448458
-0.141.56127
-0.121.666123
-0.11.760327
-0.081.841351
-0.061.906939
-0.041.955213
-0.021.984763
01.994711
0.021.984763
0.041.955213
0.061.906939
0.081.841351
0.11.760327
0.121.666123
0.141.56127
0.161.448458
0.181.330426
0.21.209854
0.221.089261
0.240.9709303
0.260.856843
0.280.7486373
0.30.647588
0.320.5546042
0.340.4702454
0.360.3947508
0.380.3280791
0.40.2699548
0.420.219918
0.440.177373
0.460.1416352
0.480.1119727
0.50.0876415
0.520.06791485
0.540.05210467
0.560.03957726
0.580.02976266
0.60.02215924

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.

Fourier-related momentum spread

density per unit k (nm)wave number k (1/nm)-10.606610.60660.11283790

Graph axes rescale independently; read units and values, not screen angles. 1: normalized wave-number Gaussian (solid). Joined curves show the supplied model, not additional observations.

Equivalent numerical coordinates for Fourier-related momentum spread

normalized wave-number Gaussian

wave number k (1/nm)density per unit k (nm)
-10.60660.001253516
-10.253050.00168363
-9.8994950.002238828
-9.5459420.002947485
-9.1923880.003841844
-8.8388350.004957752
-8.4852810.00633413
-8.1317280.008012096
-7.7781750.01003373
-7.4246210.01244044
-7.0710680.01527095
-6.7175140.01855896
-6.3639610.02233048
-6.0104080.0266011
-5.6568540.03137315
-5.3033010.03663311
-4.9497470.04234932
-4.5961940.04847036
-4.2426410.05492411
-3.8890870.0616179
-3.5355340.06843966
-3.1819810.07526027
-2.8284270.08193714
-2.4748740.08831875
-2.121320.09425015
-1.7677670.09957911
-1.4142140.1041625
-1.060660.1078728
-0.70710680.1106036
-0.35355340.1122751
00.1128379
0.35355340.1122751
0.70710680.1106036
1.060660.1078728
1.4142140.1041625
1.7677670.09957911
2.121320.09425015
2.4748740.08831875
2.8284270.08193714
3.1819810.07526027
3.5355340.06843966
3.8890870.0616179
4.2426410.05492411
4.5961940.04847036
4.9497470.04234932
5.3033010.03663311
5.6568540.03137315
6.0104080.0266011
6.3639610.02233048
6.7175140.01855896
7.0710680.01527095
7.4246210.01244044
7.7781750.01003373
8.1317280.008012096
8.4852810.00633413
8.8388350.004957752
9.1923880.003841844
9.5459420.002947485
9.8994950.002238828
10.253050.00168363
10.60660.001253516

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
Intrinsic position standard deviation0.2nm
Intrinsic momentum standard deviation3.728474e-25kg m/s
Uncertainty product divided by hbar0.7071068ratio
Symmetrized covariance divided by hbar0.5ratio
Covariance-corrected uncertainty determinant divided by hbar squared0.25ratio
Standard error of independent position sample mean for N1000.02nm

A quadratic phase changes momentum spread without changing the position density.

With Fourier factor1/sqrt(2pi), the Gaussian wave-number variance is(1+beta²)/(4sigma²), so sigmaP=hbar sqrt(1+beta²)/(2sigma). Direct differentiation gives symmetrized covariance hbar beta/2. Thus sigmaX sigmaP exceeds hbar/2 for nonzero chirp while sigmaX² sigmaP²−cov² remains hbar²/4. The standard error of an ensemble mean can shrink with sample count; the state intrinsic sigmaX does not.

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

A quadratic phase changes momentum spread without changing the position density.

With Fourier factor1/sqrt(2pi), the Gaussian wave-number variance is(1+beta²)/(4sigma²), so sigmaP=hbar sqrt(1+beta²)/(2sigma). Direct differentiation gives symmetrized covariance hbar beta/2. Thus sigmaX sigmaP exceeds hbar/2 for nonzero chirp while sigmaX² sigmaP²−cov² remains hbar²/4. The standard error of an ensemble mean can shrink with sample count; the state intrinsic sigmaX does not.

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

Understand

Define the state, source and evidence

A normalized Gaussian can carry more information than its visible density. Take psi(x)=(2πsigma²)^−1/4 exp[−x²/(4sigma²)+i beta x²/(4sigma²)], centered at zero. The real parameter beta is a quadratic phase chirp. Its magnitude squared is the same Gaussian position density for every beta, with intrinsic position standard deviation sigma.

Derive the quantitative relation

Use the Fourier convention phi(k)=(1/sqrt(2π)) integral psi(x)exp(−ikx)dx. Completing the square in the Gaussian integral gives phi(k) proportional to (1−i beta)^−1/2 exp[−sigma²k²/(1−i beta)]. The magnitude squared is Gaussian with variance (1+beta²)/(4sigma²). Since p=hbar k, sigmaP=hbar sqrt(1+beta²)/(2sigma).

Check normalization, limits and inference

Directly apply p-hat=−i hbar d/dx to the state. The real symmetrized position-momentum covariance is hbar beta/2. Therefore sigmaX sigmaP=hbar sqrt(1+beta²)/2, while sigmaX²sigmaP²−covariance²=hbar²/4. A nonzero chirp raises the simple product; it is incorrect to call every Gaussian phase a minimum-product state.

Compare a changed premise

These are intrinsic state spreads, not a detector error bar or uncertainty in an estimated population mean. For 100 independent position preparations, the mean’s standard error is sigma/10 under the stated identical-distribution assumption; each preparation still has intrinsic spread sigma. Translating the center or adding a linear phase shifts a mean, whereas this quadratic phase changes correlation and momentum spread.

Worked original case

At sigma=0.2 nm and beta=0, sigmaP=hbar/(0.4 nm), and the product is hbar/2. At beta=2 the position density is unchanged, sigmaP grows by sqrt(5), covariance is hbar, and the product becomes sqrt(5)hbar/2. The covariance-corrected determinant remains hbar²/4.

Investigation

Compare beta=0,+2,−2 at the same sigma. Retain the identical position curves, equal momentum spreads for opposite chirps and opposite covariance signs. Then halve sigma and predict the momentum change before revealing it. Explain why repeated sampling does not shrink the intrinsic state width.

Changed-case practice

Try the changed case before feedback

For beta=1, find sigmaX sigmaP divided by hbar.

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 virtual evidence checked 31 October 2026 against the primary explanation. All questions, numerical packets and diagrams are original. These models do not establish actual beam, radiation, vacuum, optical or electrical laboratory performance. Public feedback is practice, not authenticated independent mastery. Preserve first reasoning, criterion critique, revision and a genuinely new assigned packet in the course evidence workspace.

The Fourier convention and wave-packet interpretation are also checked against MIT Quantum Physics I lecture 7. The chirped Gaussian integral and covariance calculation above are the original worked extension, not a copied source exercise.

Apply

What changes when the sign of beta reverses at fixed sigma?

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

Which state, calibration or boundary premise is independently justified, and what unused observation could distinguish an alternative?

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.